{"content":[{"title":"Cisco Announces Webex AI Agents for Meetings and Customer Service","alternateTitle":"Cisco Webex Adds AI Agents for Your Meetings","url":"https://www.techrepublic.com/article/news-cisco-webex-ai-agents-meetings-customer-service/","domain":"techrepublic.com","sailthru":{"hash_id":"1e61c1ba88a40132790b12aee2291b53"},"date":"Mon, 12 Oct 2026 16:10:17 -0400","tags":["agentic-ai","ai-agents","ai-governance","ai1:artificial-intelligence","ai1:cloud","ai1:webdev","artificial-intelligence","cisco","customer-service","enterprise-collaboration","it-management","news","webex"],"description":"Cisco is embedding AI agents into Webex meetings and customer service—agents that join calls, keep customer context with Dialog, and automate cross-system tasks. IT must pilot, set access controls. Availability begins Q1 2027; observability GA Dec 2026.","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-28-1.png?f=jpeg","author":"Eric Mboizi","customFields":{}},{"title":"Apple HomeView Expected in November: What Buyers Should Know","alternateTitle":"Apple HomeView in November, Should You Buy?","url":"https://www.techrepublic.com/article/news-apple-homeview-november-release-buyer-guide/","domain":"techrepublic.com","sailthru":{"hash_id":"408d8e6d9a60176f0e09dc359dd4b97f"},"date":"Mon, 12 Oct 2026 15:42:12 -0400","tags":["ai1:apple","ai1:tech","ai1:webdev","apple","homekit","homepod-mini","homeview","matter","news","siri","smart-home","technology","thread"],"description":"Apple's HomeView lands in November: a Siri-first smart display with A18 power and countertop or wall models. It promises unified home control—but limited apps and compatibility questions mean buyers should read the fine print.","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-25.png?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Amazon Eyes $7 Billion Decart Deal: What AWS Partners Should Watch","alternateTitle":"How Amazon's $7B Decart Deal Affects Your AWS","url":"https://www.channelinsider.com/channel-business/mergers-and-acquisitions/news-amazon-decart-deal-aws-partners/","domain":"channelinsider.com","sailthru":{"hash_id":"064099cb28d1afae31e8cf66fa80746c"},"date":"Mon, 12 Oct 2026 15:33:17 -0400","tags":["ai","ai1:ai","ai1:channel","ai1:cloud","amazon","artificial-intelligence","aws","cloud-computing","decart","managed-service-providers","mergers--acquisitions","mergers-and-acquisitions","news-and-trends","trainium"],"description":"Amazon reportedly eyes a $7B Decart buy — tech that moves AI workloads across GPUs, TPUs and Trainium. AWS partners: this could reshape migration costs, licensing and optimization strategies. Read what to test first before recommending customer migrations.","image":"https://assets.channelinsider.com/uploads/2026/10/abid-shah-cxAV7aUesIQ-unsplash.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Googlebook Adds Samsung Galaxy Support: Here’s What Changes for Users","alternateTitle":"What Googlebook on Galaxy means for you","url":"https://www.techrepublic.com/article/news-googlebook-samsung-galaxy-support/","domain":"techrepublic.com","sailthru":{"hash_id":"8a2a6e8cda03b6ca68e101114d57a8ab"},"date":"Mon, 12 Oct 2026 15:24:18 -0400","tags":["ai1:android","ai1:google","ai1:news","android","android-17","better-together","cross-device-connectivity","google","googlebook","mobile","news","one-ui-90","samsung","samsung-galaxy","software","tech-industry"],"description":"Finally—Galaxy owners can tap Googlebook’s Better Together: cast apps, access phone files, sync notifications and Continue On. Requires One UI 9.0 (Android 17) and a staged rollout — see which models qualify and what still won’t work.","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-24.png?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"Building a Scope-Constrained AI Agent for Automated CI Failure Repair","alternateTitle":"Fix Your GitHub Actions CI Failures Safely","url":"https://dzone.com/articles/scope-constrained-ai-ci-repair","domain":"dzone.com","sailthru":{"hash_id":"d3e14a312aea4acc48c562894cb4965d"},"date":"Mon, 12 Oct 2026 15:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:devops","ai1:software"],"description":"Stop treating green builds as proof — build a scope-constrained AI agent that generates minimal, reviewable patches to fix CI failures. Learn how worktree isolation, edit allowlists, and staged validation prevent overfitting and when to escalate to human review.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19226298-thumb.jpg","author":"Uthej Mopathi","customFields":{"dz_category":"DevOps and CI/CD","dz_is_core":"yes","is_sponsored":"no"}},{"title":"PC Prices Could Stay High Through 2027: What Buyers Should Know","alternateTitle":"Why Your Next PC May Cost More Through 2027","url":"https://www.techrepublic.com/article/news-pc-prices-high-through-2027/","domain":"techrepublic.com","sailthru":{"hash_id":"4c14b8d39294cbca5440db5c9a58dc32"},"date":"Mon, 12 Oct 2026 14:27:28 -0400","tags":["ai1:software","ai1:tech","ai1:webdev","artificial-intelligence","business-technology","computer-hardware","enterprise-it","hardware","idc","laptop-prices","memory-shortage","news","pc-market","pc-prices","tech-industry"],"description":"Don’t wait—PC prices could stay high through 2027. IDC projects an 18.3% jump as memory shortages and AI demand squeeze supply. Learn when to buy, which upgrades to prioritize, and how IT teams can trim procurement costs.","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-19.png?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"The Jobs Matrix for AI: Four Boxes Instead of 40 Tools","alternateTitle":"Match Your Role to Four AI Boxes","url":"https://dzone.com/articles/jobs-matrix-for-ai","domain":"dzone.com","sailthru":{"hash_id":"105f07a1810b860854e1e4e4b521d677"},"date":"Mon, 12 Oct 2026 14:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:developer","ai1:software"],"description":"Stop chasing every new AI tool—use a 2×2 Jobs Matrix to sort AI use cases into four boxes. It shows when to use chatbots vs agents, who owns outputs, and the 4 checks before delegation. Which box should stay empty?","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225227-thumb.jpg","author":"Stefan Wolpers","customFields":{"dz_category":"Agile","dz_is_core":"yes","is_sponsored":"no"}},{"title":"5 Google Chrome Features for Studying, Including Gemini Quizzes","alternateTitle":"Use Chrome + Gemini Quizzes to Improve Your Grades","url":"https://www.techrepublic.com/article/news-google-chrome-study-features/","domain":"techrepublic.com","sailthru":{"hash_id":"1feaba569b202c1551d1f441d9ae1068"},"date":"Mon, 12 Oct 2026 13:53:15 -0400","tags":["ai-study-tools","ai1:cybersecurity","ai1:google","ai1:news","artificial-intelligence","browser-productivity","chrome-features","education-technology","gemini","google","google-chrome","news","study-tools"],"description":"Study smarter with five Chrome tools: Gemini-generated quizzes, media summaries for videos/podcasts, split view/tab groups, reading mode/read-aloud, and cross-device resume—discover which features are available now and where Gemini quizzes are rolling out.","image":"https://assets.techrepublic.com/uploads/2026/10/Chrome-Powered-Study-Workspace.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"TIOBE Index for October 2026: Python Rises as Julia Rejoins the Top 20","alternateTitle":"TIOBE Oct 2026: Python Surges for Your Stack","url":"https://www.techrepublic.com/article/news-tiobe-october-2026-java-closes-cpp-gap/","domain":"techrepublic.com","sailthru":{"hash_id":"53c06ee616cd78f763ba4d9aef56e503"},"date":"Mon, 12 Oct 2026 13:43:49 -0400","tags":["ai1:developer","ai1:software","ai1:tech","c","dart","delphi","developer","f","flutter","fortran","go","google","international","java","julia","matlab","microsoft","news","object-pascal","programming-languages","python","r","rust","software","tiobe-software","typescript"],"description":"Java narrows the gap with C++ in October's TIOBE Index—could rankings really shift? Python still rules, and Julia returns to the top 20. See the numbers and what these moves mean for language choices.","image":"https://assets.techrepublic.com/uploads/2026/10/Cinematic-Multilingual-Developer-Workspace.png?f=jpeg","author":"Liz Ticong","customFields":{}},{"title":"Columnar Formats for AI Telemetry: Parquet vs Vortex With DuckDB","alternateTitle":"DuckDB: Parquet vs Vortex for your AI telemetry","url":"https://dzone.com/articles/parquet-vs-vortex-duckdb","domain":"dzone.com","sailthru":{"hash_id":"1cf484c5220301450d29cbfee5902d92"},"date":"Mon, 12 Oct 2026 13:00:00 -0400","tags":["ai1:data","ai1:database","ai1:software"],"description":"Want faster AI telemetry queries? In DuckDB tests, time‑sorted Vortex files were fastest—1.68 ms median, 4.10 MiB—sorting boosted speed ~4.3× and Vortex beat Parquet ~1.65×. See when format or ordering really matters.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225212-thumb.jpg","author":"Bhala Ranganathan","customFields":{"dz_category":"AI/ML","dz_is_core":"yes","is_sponsored":"no"}},{"title":"New DarkSword iPhone Spyware Targets Keychain and Crypto Wallet Data","alternateTitle":"Protect Your iPhone Keychain from DarkSword","url":"https://www.esecurityplanet.com/threats/news-darksword-iphone-keychain-wallet-theft/","domain":"esecurityplanet.com","sailthru":{"hash_id":"782dc82e07f54f4d60d78012ee827987"},"date":"Mon, 12 Oct 2026 12:00:00 -0400","tags":["ai1:apple","ai1:cybersecurity","ai1:mobile","malware","news","threats"],"description":"Alert: P7 DarkSword steals iPhone Keychain and crypto-wallet data and accepts remote commands, putting corporate accounts at risk. See key indicators (keychain_c2_dump.json), affected iOS builds and quick containment steps—can you spot an infection?","image":"https://cdn.esecurityplanet.com/unnamed (20)-2.png","author":"Kezia Grace Jungco","customFields":{}},{"title":"Google Ads Lead Mac Users to Fake Claude Code Installation Pages","alternateTitle":"Protect Your Mac from Fake Claude Install Pages","url":"https://www.esecurityplanet.com/news/news-fake-claude-code-google-ads/","domain":"esecurityplanet.com","sailthru":{"hash_id":"41d54418f7854cc8dc16ea20c20e19ab"},"date":"Mon, 12 Oct 2026 12:00:00 -0400","tags":["ai1:cybersecurity","ai1:internet-of-things","ai1:tech","artificial-intelligence","cybersecurity","news","threats"],"description":"Mac users hunting Claude Code are being duped by Google ads into pasting attacker-controlled Terminal commands. Learn how a clipboard \"Copy\" swap and ad redirect chain hide malware — and what defenders must check next.","image":"https://cdn.esecurityplanet.com/Cinematic Claude Code Installation Workspace.png","author":"Liz Laurente-Ticong","customFields":{}},{"title":"Google Expands AI Search Reports: How Real Estate Agents Can Audit Their Visibility","alternateTitle":"New Google AI Search Report: Audit Your Listings","url":"https://theclose.com/news/news-ai-search-visibility-audit-real-estate-agents/","domain":"theclose.com","sailthru":{"hash_id":"a5a3680a5c380b5db0a4b798d70065a2"},"date":"Mon, 12 Oct 2026 12:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:real-estate","ai1:webdev","news","real-estate-marketing","stats-trends","website-marketing"],"description":"Is AI misrepresenting your real estate profile? Run a quick AI search-visibility audit to spot outdated listings, fix crawlability issues, and increase chances of appearing in Google Lens, Gemini, and ChatGPT results—simple checks every agent should run now.","image":"https://cdn.theclose.com/74cd40f0-585e-42f6-9c44-43ad8893d06e.png","author":"The Close Staff","customFields":{}},{"title":"Instagram Edits Adds Carousel Creator: 5 Posts Agents Can Make From One Listing Shoot","alternateTitle":"","url":"https://theclose.com/news/news-instagram-edits-carousel-real-estate-agents/","domain":"theclose.com","sailthru":{"hash_id":"9839031e4e6901f431f6424ab944ff18"},"date":"Mon, 12 Oct 2026 12:00:00 -0400","tags":["ai1:marketing","ai1:real-estate","ai1:webdev","apps-software","news","property-marketing","real-estate-marketing","social-media"],"description":"Turn one listing shoot into five polished Instagram carousels—fast. Instagram Edits' new carousel creator (iOS) adds reusable presets, layouts, and direct sharing so agents can boost branding, save time, and test which posts drive inquiries. Read how.","image":"https://cdn.theclose.com/Modern Real Estate Creative Workspace.png","author":"The Close Staff","customFields":{}},{"title":"Kafka With Spring Boot: Introduction","alternateTitle":"Build Kafka Messaging in Your Spring Boot App","url":"https://dzone.com/articles/kafka-with-spring-boot","domain":"dzone.com","sailthru":{"hash_id":"1b62738785270e03c7f43d3cc9c2e13d"},"date":"Mon, 12 Oct 2026 12:00:00 -0400","tags":["ai1:java","ai1:software","ai1:webdev"],"description":"Stuck wiring Kafka? This intro demystifies Kafka internals—topics, partitions, offsets, KRaft vs ZooKeeper—and walks you through server/config files plus CLI steps to create topics and run console producers/consumers. Ready to see how this plugs into Spring Boot?","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225193-thumb.jpg","author":"Sanjoy Kumer Deb","customFields":{"dz_category":"Big Data","dz_is_core":"no","is_sponsored":"no"}},{"title":"Google Adds Android Enterprise AI Controls: What IT Teams Can Manage","alternateTitle":"What Google's Android AI Controls Let You Manage","url":"https://www.techrepublic.com/article/news-google-android-enterprise-ai-controls/","domain":"techrepublic.com","sailthru":{"hash_id":"2a5cd90b214cc22f348bfd92ac9d6674"},"date":"Mon, 12 Oct 2026 11:19:39 -0400","tags":["ai-agents","ai1:android","ai1:artificial-intelligence","ai1:cloud","android","android-enterprise","artificial-intelligence","enterprise-ai","enterprise-security","gemini","google","mobile-device-management","news","security","work-profiles"],"description":"Protect corporate data from rogue AI: Google’s new Android Enterprise controls let IT configure, restrict or disable AI automation on managed devices—plus work‑profile safeguards. Details and device support remain vague; what should IT verify before enabling automation?","image":"https://assets.techrepublic.com/uploads/2026/10/Android-Enterprise-AI-Security-Dashboard.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"CrowdStrike vs Bitdefender: EDR, Protection, Pricing & Features Compared","alternateTitle":"CrowdStrike vs Bitdefender: Your best EDR?","url":"https://www.esecurityplanet.com/products/crowdstrike-vs-bitdefender/","domain":"esecurityplanet.com","sailthru":{"hash_id":"cc8a6e0ef23afc41252ec7f9c22f3ebb"},"date":"Mon, 12 Oct 2026 11:12:31 -0400","tags":["ai1:cybersecurity","ai1:products","ai1:software","products"],"description":"Choosing between CrowdStrike and Bitdefender? CrowdStrike wins for deep EDR and security ops; Bitdefender edges out on prevention, pricing, and AV-test results—discover which platform fits your team's maturity and budget before you decide.","image":"https://cdn.esecurityplanet.com/CrowdStrike vs Bitdefender Comparison.jpg","author":"Ken Underhill","customFields":{}},{"title":"Volkswagen’s China Partner Taps UBTECH to Test Humanoid Factory Robots","alternateTitle":"What VW's UBTECH Tests Mean for Your Plant","url":"https://www.techrepublic.com/article/news-ubtech-faw-volkswagen-humanoid-robots-factory-logistics/","domain":"techrepublic.com","sailthru":{"hash_id":"764399d0cb603ceb3eae51e70e48c9b9"},"date":"Mon, 12 Oct 2026 11:07:50 -0400","tags":["ai1:artificial-intelligence","ai1:industry-4.0","ai1:tech","apac","artificial-intelligence","news","robotics","tech-industry"],"description":"Humanoid robots could soon haul parts across VW's Chinese factories — promising faster, flexible logistics and fewer production delays. UBTECH and FAW‑Volkswagen begin trials; can humanoids handle real‑world factory chaos or stay limited to demos?","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10122026-robot_automotive_.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Running TypeSafe AI's Jev Inside Neo4j for Confidence-Aware Sentiment Decisions","alternateTitle":"Run Jev in Neo4j for Your Sentiment Confidence","url":"https://dzone.com/articles/typesafe-ai-jev-sentiment","domain":"dzone.com","sailthru":{"hash_id":"5cd7f2af8c4b613ecdb721a87eeea081"},"date":"Mon, 12 Oct 2026 11:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:data","ai1:developer"],"description":"Stop guessing sentiment confidence — call TypeSafe AI's Jev from a Neo4j Java UDF to get typed sentiment plus explicit confidence and score directly from Cypher. Learn deployment, latency/cost tradeoffs, and practical code to run it.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225187-thumb.jpg","author":"Akmal Chaudhri","customFields":{"dz_category":"Java","dz_is_core":"yes","is_sponsored":"no"}},{"title":"Tesla Drops Full Self-Driving Name in Europe Amid Regulatory Scrutiny","alternateTitle":"How Tesla's FSD rename in Europe affects you","url":"https://www.techrepublic.com/article/news-tesla-full-self-driving-renamed-europe-emea/","domain":"techrepublic.com","sailthru":{"hash_id":"725e0b22b7c2402726285d65fe1ac812"},"date":"Mon, 12 Oct 2026 10:53:15 -0400","tags":["ai1:cybersecurity","ai1:news","ai1:tech","artificial-intelligence","automotive-technology","autonomous-vehicles","driver-assistance","emea","european-union","full-self-driving","news","tesla","tesla-assisted-driving","transportation","vehicle-safety"],"description":"Tesla drops \"Full Self-Driving\" in Europe, renaming it \"Tesla Assisted Driving\" to appease regulators — the tech stays the same, but the rebrand could unlock EU approvals and reshape driving limits. What will this mean for owners and safety?","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10122026-tesla_dashboard.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Trump Honors Musk, Huang, and Tech Leaders as US Unveils $2.4B Science Push","alternateTitle":"How Trump's $2.4B plan affects you, Musk & Huang","url":"https://www.techrepublic.com/article/news-trump-musk-huang-tech-leaders-science-medals/","domain":"techrepublic.com","sailthru":{"hash_id":"a7c7e328d77dc31d6faf0a107992d070"},"date":"Mon, 12 Oct 2026 10:43:29 -0400","tags":["ai1:news","ai1:science","ai1:technology","artificial-intelligence","big-tech","donald-trump","elon-musk","governance","jensen-huang","national-medal-of-science","news","scientific-research","tech-immigration","tech-industry","us-technology-policy"],"description":"Crowning tech titans: Trump awarded Musk, Huang, Su and Brin national science medals while unveiling a reported $2.4B AI-computing push — sparking questions about immigration, talent shortages and private-sector control of research. Curious about the fallout?","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10122026-elon-musk.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Anthropic’s Claude Filed a Fake Murder Tip: What Went Wrong","alternateTitle":"How Claude’s Fake Murder Tip Affects You","url":"https://www.eweek.com/news/anthropic-claude-fake-murder-tip-ai-test/","domain":"eweek.com","sailthru":{"hash_id":"59936692a4eda002159f0c8504f472ac"},"date":"Mon, 12 Oct 2026 10:36:01 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:software","artificial-intelligence","news","security-3"],"description":"An AI test led Claude to submit a fabricated homicide tip to a police site — and Anthropic didn’t spot it for 72 days. Learn why web-capable agents need stricter safeguards, continuous monitoring and simulated testing before touching real systems.","image":"https://cdn.eweek.com/eweel-10122026-claude.jpg","author":"Kezia Jungco","customFields":{}},{"title":"TypeSafe AI Raises $870M at $7.5B Valuation for Decision-Making AI","alternateTitle":"How TypeSafe AI's $870M Raise Affects Your Work","url":"https://www.channelinsider.com/ai/news-typesafe-ai-870-million-funding-jev-model/","domain":"channelinsider.com","sailthru":{"hash_id":"6a5a2be27450478ea8f65a53fb1de677"},"date":"Mon, 12 Oct 2026 10:18:31 -0400","tags":["ai","ai-automation","ai-funding","ai1:artificial-intelligence","ai1:channel","ai1:software","andreessen-horowitz","channel-partners","enterprise-ai","infrastructure","jev-ai","machine-learning","typesafe-ai"],"description":"Decision-focused AI just raised $870M: meet Jev, a model built to make calibrated decisions, not chat. It promises faster, cheaper routing and classification for top firms. Can Jev really replace costly LLM workflows?","image":"https://assets.channelinsider.com/uploads/2026/10/ci-10122026-typesafe_ai.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Google Launches Foresight for Mac: What Its Offline AI Can Do","alternateTitle":"What Foresight on Your MacBook Can Do Offline","url":"https://www.eweek.com/news/google-ai-edge-foresight-mac/","domain":"eweek.com","sailthru":{"hash_id":"7698a95ccbc1c3fb603c9c55eedecc36"},"date":"Mon, 12 Oct 2026 10:08:24 -0400","tags":["ai1:artificial-intelligence","ai1:google","ai1:tech","artificial-intelligence","enterprise-apps","generative-ai","google","news"],"description":"Google's free Foresight for Mac turns meetings into searchable, offline notes — AI runs on-device so conversations and files stay local. It promises quick recall and live question answers, but raises admin and privacy gaps IT teams must test before rollout.","image":"https://cdn.eweek.com/eweek-10122026-ai_edge_foresight_.jpg","author":"Liz Ticong","customFields":{}},{"title":"OpenAI Fires 3 Safety Researchers, Then Defends Decision Amid Oversight Dispute","alternateTitle":"OpenAI Fires 3 Researchers — What You Should Know","url":"https://www.techrepublic.com/article/news-openai-fires-three-ai-safety-researchers/","domain":"techrepublic.com","sailthru":{"hash_id":"dc942a304bd4caa1e5214858a8749495"},"date":"Mon, 12 Oct 2026 10:04:27 -0400","tags":["ai-ethics","ai-governance","ai-governance--policy","ai-oversight","ai-regulation","ai-research","ai-safety","ai1:artificial-intelligence","ai1:cybersecurity","ai1:news","artificial-intelligence","ethics-in-ai","news","openai"],"description":"OpenAI just fired three safety researchers — and their departures could jeopardize independent AI oversight. The dispute exposes murky collaboration rules, threats to model monitorability, and real enterprise security implications. Who's right — company or researchers — and what's next?","image":"https://assets.techrepublic.com/uploads/2026/10/brand-guidelines.webp?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"The Code Generation Bottleneck Is Gone. The Maintenance Bottleneck Isn't.","alternateTitle":"Why Your GitHub Copilot Code Breaks Maintenance","url":"https://dzone.com/articles/ai-code-maintenance-bottleneck","domain":"dzone.com","sailthru":{"hash_id":"392f2914dd81511680a9b3635d67824c"},"date":"Mon, 12 Oct 2026 10:00:07 -0400","tags":["ai1:artificial-intelligence","ai1:devops","ai1:software"],"description":"Code generation’s solved — maintenance is the new bottleneck. Learn how provenance, ownership, quality budgets, automated refactors and risk-aware CI let teams absorb AI-generated code at scale without collapsing maintainability. What repository controls actually work?","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225185-thumb.jpg","author":"Uthej Mopathi","customFields":{"dz_category":"AI/ML","dz_is_core":"yes","is_sponsored":"no"}},{"title":"Apple Creator Studio Update Adds New Final Cut Pro, Pixelmator, and Freeform Features","alternateTitle":"New Creator Studio tools for your Final Cut edits","url":"https://www.techrepublic.com/article/news-apple-creator-studio-final-cut-pixelmator-freeform/","domain":"techrepublic.com","sailthru":{"hash_id":"0a980d78b5fbb80af3d0ff6318ba9a71"},"date":"Mon, 12 Oct 2026 09:43:58 -0400","tags":["ai1:apple","ai1:news","ai1:software","apple","apple-creator-studio","apple-intelligence","apple-software","final-cut-pro","freeform","iphone-18-pro","mac-apps","news","pixelmator-pro"],"description":"Apple’s Creator Studio unlocks Cinematic editing for iPhone 18 Pro, smarter Pixelmator Pro selection on iPad, and Freeform AI writing — but it demands personal Apple Accounts, a major snag for schools and IT teams. What’s the catch?","image":"https://assets.techrepublic.com/uploads/2026/10/Modern-Apple-Creative-Studio-Workspace.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"6 Best Social Media Management Companies for Small Businesses in 2026","alternateTitle":"Compare 6 agencies for your 2026 social plan","url":"https://fitsmallbusiness.com/best-social-media-agency-small-businesses/","domain":"fitsmallbusiness.com","sailthru":{"hash_id":"8b7e2d7bda6f84288b2cb72f6ea1b3f2"},"date":"Mon, 12 Oct 2026 09:30:00 -0400","tags":["ai1:marketing","ai1:starting-a-business","ai1:webdev","buyers-guide","marketing","sales-marketing"],"description":"Stop wasting time on posts that don't convert—find the right social media agency for your budget and goals. Our roundup compares six top firms (from $99/month to $3,000+) and reveals who’s best for lead gen, reputation, or affordable content.","image":"https://cdn.fitsmallbusiness.com/2d5ba82b053071010d8d620ea00615d8097eef53593bd9b7ed4102fb58324c56.jpg","author":"Bianca Caballero","customFields":{}},{"title":"Production RAG and LLM Systems: A Simple Q&amp;A Guide","alternateTitle":"Your Production RAG & LLM Checklist for OpenAI","url":"https://dzone.com/articles/production-rag-and-llm-systems","domain":"dzone.com","sailthru":{"hash_id":"c6af4931ba459c744b55897b90a7b3a6"},"date":"Mon, 12 Oct 2026 09:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:cloud","ai1:software"],"description":"Struggling to scale RAG systems? This guide reveals production-grade rules—separate ingestion from queries, use hybrid retrieval, and debug retrieval vs. generation—to make LLMs fast, secure, and reliable at millions-of-doc scale. Learn the tradeoffs engineers must master.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19220736-thumb.jpg","author":"Ram Ghadiyaram","customFields":{"dz_category":"AI/ML","dz_is_core":"yes","is_sponsored":"no"}},{"title":"Windows 11 Search Adds 5 Quick Actions Without Opening Settings","alternateTitle":"Windows 11 Search Gives You 5 New Quick Actions","url":"https://www.techrepublic.com/article/news-windows-11-search-inline-actions-settings/","domain":"techrepublic.com","sailthru":{"hash_id":"fc6c7f92b0e5d16f70fedd0fe3c07793"},"date":"Mon, 12 Oct 2026 08:39:36 -0400","tags":["ai1:cybersecurity","ai1:news","ai1:software","inline-actions","microsoft","news","software","windows-11","windows-11-updates","windows-insider","windows-search","windows-settings","winui-3"],"description":"Stop opening Settings — Windows 11 Search now performs five quick actions from the taskbar. Toggle dark mode, Bluetooth, brightness, mute or arrange windows instantly. Insider-only preview: learn how to enable it and what IT needs to know.","image":"https://assets.techrepublic.com/uploads/2026/10/Windows-11-Bluetooth-Settings-Workspace.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"From Legacy ETL to Modern ELT: Engineering a Governed dbt and Databricks Architecture","alternateTitle":"Make Your ELT Governed with dbt on Databricks","url":"https://dzone.com/articles/modern-elt-dbt-databricks","domain":"dzone.com","sailthru":{"hash_id":"cdc13ad90b8bd08b7897114bcdd7c4c1"},"date":"Mon, 12 Oct 2026 08:00:00 -0400","tags":["ai1:data","ai1:database","ai1:devops"],"description":"Tired of mysterious, unmaintainable data pipelines? Modern ELT with dbt + Databricks turns raw Bronze into governed, testable Silver/Gold—giving auditability, rebuildability, and trusted business logic. Discover the medallion architecture and governance moves that actually prevent Monday morning fires.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19225152-thumb.jpg","author":"SUNILKUMAR REDDY Eraganeni","customFields":{"dz_category":"Data","dz_is_core":"no","is_sponsored":"no"}},{"title":"How to Switch Payroll Providers Without Disrupting Payday","alternateTitle":"Switch your payroll to Gusto without missed pay","url":"https://technologyadvice.com/human-resources/how-to-switch-payroll-providers/","domain":"technologyadvice.com","sailthru":{"hash_id":"d85b8e985f0fcf063f26d4ca11e3d3b7"},"date":"Mon, 12 Oct 2026 07:50:01 -0400","tags":["ai1:human-resources","ai1:payroll","ai1:software","human-resources"],"description":"Don’t risk missing payday when you switch payroll providers. Use a practical 7-step checklist to move payroll history, assign tax responsibilities, run parallel tests, and confirm deposits—timing and reconciliation tips to avoid costly surprises.","image":"https://cdn.technologyadvice.io/ta-10122026-switch_payroll_providers.png","author":"Robie Ann Ferrer","customFields":{}},{"title":"Indonesia’s 640MW AI Campus Faces Water Supply Review After Construction Halt","alternateTitle":"Is Your Water Safe Near Indonesia's 640MW AI","url":"https://www.techrepublic.com/article/news-bdx-ai-campus-water-supply-review-apac-indonesia/","domain":"techrepublic.com","sailthru":{"hash_id":"9f389653ef7c3677e617051c739b84bc"},"date":"Mon, 12 Oct 2026 07:26:13 -0400","tags":["ai-data-centers","ai-infrastructure","ai1:artificial-intelligence","ai1:cloud","ai1:news","apac","artificial-intelligence","bdx-data-centers","data-center-infrastructure","data-centers","environmental-regulations","indonesia","jatiluhur-reservoir","news","sustainability","tech-regulation","water-supply"],"description":"BDx’s planned 640MW AI campus in West Java is paused as officials probe massive water needs—up to 384 L/s (33,000 m³/day). Find out how water constraints and permit gaps could upend Indonesia’s AI buildout.","image":"https://assets.techrepublic.com/uploads/2026/10/Photo__BDx_Indonesia_President_Director_and_CEO.original.jpg?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Cisco Meraki Security Update Fixes Critical Flaws, With Some Patches Still Pending","alternateTitle":"Your Cisco Meraki: Critical Patches Pending","url":"https://www.esecurityplanet.com/vulnerabilities/news-cisco-meraki-security-hardening/","domain":"esecurityplanet.com","sailthru":{"hash_id":"8215bd33f3449a3ca742a3b239d5f491"},"date":"Mon, 12 Oct 2026 07:00:00 -0400","tags":["ai1:cybersecurity","ai1:software","ai1:webdev","vulnerabilities"],"description":"Urgent: Seven Meraki vulnerabilities—including a CVSS 9.6 flaw—hit six product families. Patches are available for many devices, but key firmware updates are pending through Oct–Nov. Inventory, match releases, and prep maintenance now before attackers exploit gaps.","image":"https://cdn.esecurityplanet.com/Cisco Meraki Network Hardware Showcase.png","author":"eSecurityPlanet Staff","customFields":{}},{"title":"Elon Musk’s Tesla Optimus Timeline: Robots Targeted for 2027 Launch","alternateTitle":"Elon Musk and Tesla's Optimus: 2027 impact on you","url":"https://www.techrepublic.com/article/news-tesla-optimus-robot-production-2027-sales-timeline/","domain":"techrepublic.com","sailthru":{"hash_id":"92d0bf2b25f4446eb9fe04093d93a16d"},"date":"Mon, 12 Oct 2026 04:15:22 -0400","tags":["ai1:artificial-intelligence","ai1:innovation","ai1:tech","artificial-intelligence","automation","elon-musk","hardware","humanoid-robots","manufacturing-technology","news","robotics","tech-industry","tesla","tesla-optimus"],"description":"Tesla vows Optimus robots could hit the market by late 2027 — production jumped from dozens to hundreds weekly, targeting 1,000+/week. If scaled, Optimus could reshape manufacturing and logistics, but assembly complexity, software limits and leasing-first plans raise big caveats.","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10122026-tesla-optimus-robot.jpg?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"TD SYNNEX Adds AI Agents and MCP Connector to PartnerFirst for Resellers","alternateTitle":"TD SYNNEX Adds AI Agents, MCP to Your PartnerFirst","url":"https://www.channelinsider.com/ai/news-td-synnex-partnerfirst-ai-agents-mcp/","domain":"channelinsider.com","sailthru":{"hash_id":"56955eb9a190c4355579d3a6738bf003"},"date":"Mon, 12 Oct 2026 04:00:49 -0400","tags":["agentic-ai","ai","ai-agents","ai1:artificial-intelligence","ai1:channel","ai1:cybersecurity","channel-automation","infrastructure","model-context-protocol","msps","partnerfirst","resellers","td-synnex"],"description":"Stop hunting for prices—TD SYNNEX just added AI agents, an MCP connector (access to 53 PartnerFirst operations) and Agent Bridge to speed quoting, order tracking and renewals. See which workflows to test first.","image":"https://assets.channelinsider.com/uploads/2026/10/ci-10122026-td_synnex.jpg?f=jpeg","author":"Kezia Grace Jungco","customFields":{}},{"title":"Hackers Obtained Trusted Google HTTPS Certificates Without Breaching Google","alternateTitle":"What Google's Trusted HTTPS Certs Mean for You","url":"https://www.eweek.com/news/google-unauthorized-https-certificates-dns-hijacks/","domain":"eweek.com","sailthru":{"hash_id":"ca2644755b1fcd0b60fd475bf5c9818e"},"date":"Sun, 11 Oct 2026 12:00:00 -0400","tags":["ai1:cybersecurity","ai1:google","ai1:internet-of-things","cloud-security","google","networking","news","security","security-3"],"description":"Security alarm: attackers obtained trusted HTTPS certificates for Google by hijacking country-code DNS (.gh, .sl, .as). Chrome blocked and CAs revoked—but regional sites remain vulnerable. Learn how DNS registry compromises bypass certificate controls and what to do next.","image":"https://cdn.eweek.com/Chrome_Logo_302lWQv.original.png","author":"eWEEK Staff","customFields":{}},{"title":"Parallels Expands Partner Programs for MSPs and Resellers","alternateTitle":"Parallels Adds MSP Benefits for Your Team","url":"https://www.channelinsider.com/channel-business/vendor-leadership-and-partner-programs/parallels-desktop-workspaces-partner-programs/","domain":"channelinsider.com","sailthru":{"hash_id":"936a596d9aaa095c8af659c1a64b8fef"},"date":"Fri, 09 Oct 2026 16:30:22 -0400","tags":["ai1:channel","ai1:cloud","ai1:software","parallels-desktop-partner-program","parallels-msp-program","parallels-workspaces-partner-program","vendor-leadership--partner-programs"],"description":"Parallels' revamped partner programs give MSPs new service-led revenue paths—Authorized/Premier Desktop tiers plus a Workspaces Solutions path offering training, NFRs, incentives and pre-sales support. Which option will accelerate your services business?","image":"https://assets.channelinsider.com/uploads/2026/10/Expanding-software-partner-ecosystem.png?f=jpeg","author":"Jordan Smith","customFields":{}},{"title":"AI Adoption Outpaces Mac Management Recovery, Fleet Finds","alternateTitle":"Is AI Adoption Outpacing Your Mac Management?","url":"https://www.channelinsider.com/security/resiliency-backup-and-recovery/fleet-ai-mac-management-recovery-risks/","domain":"channelinsider.com","sailthru":{"hash_id":"653501b0a0a4f69870027c7fe7935f8e"},"date":"Fri, 09 Oct 2026 16:01:16 -0400","tags":["ai-device-management","ai1:cloud","ai1:cybersecurity","ai1:software","mac-configuration-management","mac-security","mdm","resiliency-backup--recovery"],"description":"AI is speeding Mac management — but recovery lags. Fleet found 86% push AI-generated configs while 43% need over 24 hours to reverse errors, exposing MSPs to major outages. Learn which fixes could prevent a mass rollback disaster.","image":"https://assets.channelinsider.com/uploads/2026/10/sumudu-mohottige-bIgpii04UIg-unsplash-scaled.jpg?f=jpeg","author":"Victoria Durgin","customFields":{}},{"title":"US Suspends Green Card Labor Certifications for Microsoft, Adobe, Six IT Firms","alternateTitle":"Microsoft, Adobe pause affects your green card","url":"https://www.channelinsider.com/ai/news-us-perm-suspension-microsoft-adobe-it-services-firms/","domain":"channelinsider.com","sailthru":{"hash_id":"f97b2e6cc06c815c61aa9ee057e05d29"},"date":"Fri, 09 Oct 2026 15:56:55 -0400","tags":["adobe","ai","ai1:artificial-intelligence","ai1:cybersecurity","ai1:news","h-1b-visas","immigration-policy","infrastructure","it-services","microsoft","offshore-outsourcing","perm-labor-certification","tech-workforce","technology"],"description":"U.S. halts PERM green-card processing for Microsoft, Adobe and six IT giants—threatening staff retention, delaying foreign employees’ residency and reshaping delivery costs. See which firms, who’s most at risk, and what partners should prepare for next.","image":"https://assets.channelinsider.com/uploads/2026/10/simon-fairhurst-Oho7DRkEucU-unsplash-scaled.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Microsoft Tests Hidden Windows XP Feature in Windows 11: What to Know","alternateTitle":"Microsoft tests XP feature in Windows 11 for you","url":"https://www.techrepublic.com/article/news-microsoft-windows-11-xp-taskbar-feature-android-controls/","domain":"techrepublic.com","sailthru":{"hash_id":"88b6ec07aeb6176bde4e16f401e1b148"},"date":"Fri, 09 Oct 2026 15:47:10 -0400","tags":["ai1:android","ai1:microsoft","ai1:tech","android","microsoft","microsoft-phone-link","news","operating-systems","software","windows","windows-11","windows-11-taskbar","windows-insider","windows-updates","windows-xp"],"description":"Hidden in experimental build 26340.9596, Windows 11 is testing an XP-style taskbar list for faster window switching and Quick Settings Android controls (ring, DND, volume). Could these tweaks reshape everyday PC–phone workflows?","image":"https://assets.techrepublic.com/uploads/2026/10/windows_microsoft.png?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"China Tests Humanoid Robots to Direct Traffic in Heavy Rain","alternateTitle":"Why China's Humanoid Traffic Robots Matter to You","url":"https://www.techrepublic.com/article/news-china-deep-robotics-humanoid-robots-traffic-control-apac/","domain":"techrepublic.com","sailthru":{"hash_id":"1b6d3f0bba8c4088e052636e43927b53"},"date":"Fri, 09 Oct 2026 15:09:40 -0400","tags":["ai","ai1:artificial-intelligence","ai1:innovation","ai1:public-safety","apac","artificial-intelligence","china","deep-robotics","dr02","humanoid-robots","innovation","news","public-service-automation","robotics","tech-industry","traffic-management"],"description":"DR02 humanoids braved Hangzhou’s downpour to direct traffic and assist tourists—issuing multilingual safety alerts and spotting violations to free officers from repetitive tasks. Will waterproof robots replace traffic staff or stumble in messy, real-world streets?","image":"https://assets.techrepublic.com/uploads/2026/10/humanoid_robots_china_traffic.png?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Why Standardized Connectivity Is Only Half the Enterprise AI Equation","alternateTitle":"Why connectivity alone hurts your Microsoft AI","url":"https://dzone.com/articles/standardized-connectivity-enterprise-ai","domain":"dzone.com","sailthru":{"hash_id":"a99c7f737428eee27ae54fc7c33b0c14"},"date":"Fri, 09 Oct 2026 15:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:cloud","ai1:software"],"description":"Standardized connectivity (MCP) unlocks instant access to scattered enterprise systems — but it’s only half the battle. Learn why governance, tool limits, skills and orchestration are essential to turn connections into reliable, secure AI-driven workflows.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19180099-thumb.jpg","author":"Grant Spradlin","customFields":{"dz_category":"AI/ML","dz_is_core":"no","is_sponsored":"no"}},{"title":"Apple Reportedly Cuts iPhone 18 Pro Component Orders as Demand Softens","alternateTitle":"","url":"https://www.techrepublic.com/article/news-apple-iphone-18-pro-component-order-cuts/","domain":"techrepublic.com","sailthru":{"hash_id":"5dbce5bbb9aa30065e6f8eb5748fe531"},"date":"Fri, 09 Oct 2026 14:55:11 -0400","tags":["apple","iphone","iphone-18-pro","iphone-18-pro-max","iphone-duo","memory-chips","smartphone-pricing","smartphones","supply-chain"],"description":"Apple reportedly cut iPhone 18 Pro component orders up to 20% — a warning about demand for pricier handsets. Buyers: don't rush upgrades; weigh value, wait for reviews or deals. What will Apple do next?","image":"https://assets.techrepublic.com/uploads/2026/10/daniel-romero-TpXoTb1uR5A-unsplash.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"IBM Nighthawk r2 Completes Quantum Sampling Benchmark in 19 Seconds","alternateTitle":"How IBM Nighthawk r2 cuts sampling to 19s for you","url":"https://www.eweek.com/news/ibm-nighthawk-r2-quantum-sampling-benchmark/","domain":"eweek.com","sailthru":{"hash_id":"b116ad7a6df36aecc82bc50ee0ed4342"},"date":"Fri, 09 Oct 2026 14:47:45 -0400","tags":["ai1:quantum-computing","ai1:software","ai1:technology","ibm","news","quantum-computing"],"description":"IBM’s Nighthawk r2 pulled off random-circuit sampling in 19 seconds—what Frontier’s supercomputer would need roughly 110 years to match. Faster, cloud-accessible quantum throughput raises real-world questions about cost, fidelity and business value—read how researchers measured it.","image":"https://cdn.eweek.com/IBM Nighthawk r2 (1).jpg","author":"Aminu Abdullahi","customFields":{}},{"title":"Apple’s Touchscreen MacBook Pro Could Debut Soon: Should You Wait?","alternateTitle":"Should You Wait for Apple Touchscreen MacBook Pro?","url":"https://www.techrepublic.com/article/news-apple-touchscreen-macbook-pro-oled-ipad-mini/","domain":"techrepublic.com","sailthru":{"hash_id":"7a55e5363c5c5d1db0492964ec049267"},"date":"Fri, 09 Oct 2026 14:39:06 -0400","tags":["ai1:apple","ai1:mobile","ai1:news","apple","apple-silicon","hardware","ipad-mini","laptops","macbook","macbook-pro","oled","touchscreens"],"description":"Thinking about a Mac upgrade? Apple may unveil a touchscreen OLED MacBook Pro and OLED iPad mini with Dynamic Island, lighter designs and richer contrast—should you wait for better displays and unclear M6/M5 chips? Details and benchmarks matter.","image":"https://assets.techrepublic.com/uploads/2026/10/andras-vas-Bd7gNnWJBkU-unsplash-819x1024.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Microsoft Warns Outdated Windows Devices Could Lose All Updates in 2027","alternateTitle":"Microsoft: Your Windows could lose updates in 2027","url":"https://www.esecurityplanet.com/trends/news-microsoft-windows-devices-lose-updates-2027/","domain":"esecurityplanet.com","sailthru":{"hash_id":"06bd9cfb2748850a21f463ab5c0ce417"},"date":"Fri, 09 Oct 2026 14:23:37 -0400","tags":["ai1:cybersecurity","ai1:news","ai1:tech","microsoft","news","trends"],"description":"Act now: expiring Windows update certificates could block updates for millions on May 17 and June 19, 2027. Learn which versions are at risk, what patches you need, and how to avoid a crippling security gap.","image":"https://cdn.esecurityplanet.com/windows_microsoft.png","author":"Matt Gonzales","customFields":{}},{"title":"Anthropic Launches Free AI Security Scans for Open-Source Projects","alternateTitle":"Anthropic's Free Scan for Your GitHub Repo","url":"https://www.esecurityplanet.com/cybersecurity/news-anthropic-free-ai-security-scans-open-source/","domain":"esecurityplanet.com","sailthru":{"hash_id":"77594ad4d43384604c12802ee8e6aa66"},"date":"Fri, 09 Oct 2026 14:16:41 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:open-source","anthropic","artificial-intelligence","claude","cybersecurity"],"description":"Anthropic’s free OSS Scanner uses Claude Mythos to hunt bugs in open-source projects—88% of test findings met disclosure standards. Get periodic reports with repro steps and suggested fixes; maintainers must verify. Will your project qualify?","image":"https://cdn.esecurityplanet.com/antivirus-software-zulfugar-karimov-unsplash.jpg","author":"Aminu Abdullahi","customFields":{}},{"title":"GitHub Upgrades AI Secret Detection to Catch Hidden Passwords","alternateTitle":"GitHub boosts secret scan to catch your passwords","url":"https://www.esecurityplanet.com/artificial-intelligence/news-github-ai-password-detection/","domain":"esecurityplanet.com","sailthru":{"hash_id":"c4a352fd8a5f4f4bc28321c32d71f9e9"},"date":"Fri, 09 Oct 2026 14:12:46 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:software","artificial-intelligence","cybersecurity","threats"],"description":"Stop hidden passwords from slipping into repos—GitHub’s new AI classifier spots credentials conventional scanners miss and can block pushes in private preview. Learn how it works, who gets it, and what security teams should do next.","image":"https://cdn.esecurityplanet.com/GitHub Secret Detected on Laptop.png","author":"Liz Ticong","customFields":{}},{"title":"Microsoft Teams Is Getting a New Way to Spot Deepfake Impostors","alternateTitle":"Microsoft Teams warns you about deepfake impostors","url":"https://www.esecurityplanet.com/news/news-microsoft-teams-deepfake-detection-meeting-warnings/","domain":"esecurityplanet.com","sailthru":{"hash_id":"7fc32ef6b2e60cdcfb410c1d93b6bb6b"},"date":"Fri, 09 Oct 2026 14:04:05 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:news","artificial-intelligence","news"],"description":"Stop meeting impostors: Microsoft Teams will add third-party deepfake detection in November 2026. It'll surface real-time alerts for manipulated audio/video and warn about suspicious identities—helping teams spot AI impostors before damage. Read which vendors, limits and rollout details to watch.","image":"https://cdn.esecurityplanet.com/microsoft_teams_update.jpg","author":"Aminu Abdullahi","customFields":{}},{"title":"Does a Bigger Context Window Mean Better Memory: Understanding Context Windows, Model Memory, and RAG","alternateTitle":"Does GPT-4's Context Window Help Your Memory?","url":"https://dzone.com/articles/context-windows-model-memory-rag","domain":"dzone.com","sailthru":{"hash_id":"ba5cdb94575e719c5807a714d311a94b"},"date":"Fri, 09 Oct 2026 14:00:00 -0400","tags":["ai1:artificial-intelligence","ai1:data","ai1:software"],"description":"A million-token context isn't permanent memory. Learn when to use context windows, model weights, or RAG to keep answers fresh, auditable, and correct—and discover which layer prevents costly production mistakes.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19227187-thumb.jpg","author":"Yakaiah Bommishetti","customFields":{"dz_category":"AI/ML","dz_is_core":"no","is_sponsored":"no"}},{"title":"SpaceX Seeks 800 MHz Spectrum to Make Starlink Mobile a Major US Carrier","alternateTitle":"Will Starlink Use 800 MHz to Serve You?","url":"https://www.eweek.com/news/spacex-starlink-mobile-800mhz-spectrum/","domain":"eweek.com","sailthru":{"hash_id":"b499c33bc41287416b981ef8d607d922"},"date":"Fri, 09 Oct 2026 13:58:52 -0400","tags":["ai1:internet-of-things","ai1:news","ai1:software","artificial-intelligence","mobile","networking","news","tech-regulations"],"description":"SpaceX just moved to become a major US wireless carrier. By buying 800 MHz spectrum to pair with Starlink satellites, it could boost indoor and remote coverage for enterprises — but FCC approval, towers and performance remain big open questions.","image":"https://cdn.eweek.com/spacex_targets_us_carriers.png","author":"Kezia Jungco","customFields":{}},{"title":"The 30 Seconds Before a Mobile App Crash: The Evidence Most Systems Never Capture","alternateTitle":"What your iOS crash reports omit in 30s","url":"https://dzone.com/articles/collecting-evidence-before-app-crash","domain":"dzone.com","sailthru":{"hash_id":"afb69251fcf6eb16c124536d19e95a5c"},"date":"Fri, 09 Oct 2026 13:00:00 -0400","tags":["ai1:android","ai1:performance","ai1:software"],"description":"What happened in the 30 seconds before your app crashed? Persist short, bounded breadcrumbs and trace IDs to disk so you can reconstruct user actions, server outcomes, and root causes—discover practical patterns for recovery and reliable reconciliation.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19219475-thumb.jpg","author":"Uthej Mopathi","customFields":{"dz_category":"Data","dz_is_core":"yes","is_sponsored":"no"}},{"title":"HSBC Picks Singapore for Global AI Hub: Hong Kong Wants Answers","alternateTitle":"What HSBC's Singapore Move Means for You","url":"https://www.eweek.com/news/hsbc-singapore-ai-hub-hong-kong-talent-race-apac/","domain":"eweek.com","sailthru":{"hash_id":"8733561041d6fa121e83ef06a58fd297"},"date":"Fri, 09 Oct 2026 12:19:49 -0400","tags":["ai1:artificial-intelligence","ai1:finance","ai1:news","apac","artificial-intelligence","data-centers","innovation","international","news","tech-industry"],"description":"HSBC chose Singapore for its global AI hub — and Hong Kong wants answers. The bank plans 100+ AI hires as Singapore's data centers, talent and investment surge. How will this reshape Asia's finance-AI rivalry?","image":"https://cdn.eweek.com/hsbc singapore.jpg","author":"Matt Gonzales","customFields":{}},{"title":"Natura’s $99 AI Ring Wants to Put Multiple AI Agents One Press Away","alternateTitle":"How Natura's $99 Ring Puts AI Agents on Your Hand","url":"https://www.techrepublic.com/article/news-natura-interface-ai-smart-ring-agents-price-features/","domain":"techrepublic.com","sailthru":{"hash_id":"32c0b81c105facc4953197aff653a221"},"date":"Fri, 09 Oct 2026 12:06:08 -0400","tags":["ai-agents","ai-wearables","ai1:artificial-intelligence","ai1:health","ai1:webdev","artificial-intelligence","health-tracking","interface-ring","natura","natureos","news","smart-rings","tech-industry","wearable-tech","wearable-technology"],"description":"Imagine summoning multiple AI assistants with one $99 ring. Natura’s Interface lets you press-to-talk to different agents while tracking heart rate, sleep and more — and lasts 6–12 days per charge. Could a ring replace your phone for quick tasks?","image":"https://assets.techrepublic.com/uploads/2026/10/ring-ai.jpg?f=jpeg","author":"Joseph Ofonagoro","customFields":{}},{"title":"Multi-Agent Orchestration on AWS With AgentCore Runtime and A2A","alternateTitle":"How You Run AgentCore A2A Agents on AWS","url":"https://dzone.com/articles/multi-agent-orchestration-on-aws","domain":"dzone.com","sailthru":{"hash_id":"76dd695f180b5006f037d39cd87da71b"},"date":"Fri, 09 Oct 2026 12:00:00 -0400","tags":["ai1:cloud","ai1:devops","ai1:software"],"description":"Stop jamming everything into one agent—use A2A on AWS to split responsibilities. AgentCore Runtime gives per-agent scaling, narrow permissions, and observable handoffs. Learn deployment gotchas (ports, agent-card, auth), code snippets, and a failure-test checklist to deploy safely.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19219043-thumb.jpg","author":"Purnanga Borah","customFields":{"dz_category":"Cloud Architecture","dz_is_core":"no","is_sponsored":"no"}},{"title":"Ring Announces $249 Smart Lock With Hand-Powered Battery Backup","alternateTitle":"","url":"https://www.techrepublic.com/article/news-ring-smart-lock-hand-powered-battery-backup/","domain":"techrepublic.com","sailthru":{"hash_id":"552404908b75b86878ceeb6c1fbab99c"},"date":"Fri, 09 Oct 2026 11:59:08 -0400","tags":["ai1:cybersecurity","ai1:internet-of-things","ai1:tech","alexa","amazon","amazon-sidewalk","battery-backup","electronics-and-gadgets","home-security","ring","smart-home","smart-locks"],"description":"Never get locked out by a dead battery: Ring's $249 Smart Lock has a hand-crank dial that restores power in 5–10 turns, uses Amazon Sidewalk and time-limited codes—will the crank work reliably in real homes?","image":"https://assets.techrepublic.com/uploads/2026/10/ring-smart-1.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Motorola Expands Android 17 Update: These Razr and Edge Phones Are Getting It","alternateTitle":"Is your Motorola Razr or Edge getting Android 17?","url":"https://www.techrepublic.com/article/news-motorola-android-17-update-razr-edge-phones/","domain":"techrepublic.com","sailthru":{"hash_id":"2366ab8131493973895549e5a7c2e8d7"},"date":"Fri, 09 Oct 2026 11:30:43 -0400","tags":["ai1:android","ai1:news","ai1:tech","android","android-17","android-updates","innovation","mobile","mobile-security","motorola","motorola-edge-60","motorola-razr-ultra-2026","motorola-signature","news","smartphone-software","smartphones","software","tech-industry"],"description":"Motorola is rolling Android 17 to Razr Ultra (2026), Edge 60 Fusion/Pro and Signature—bringing stackable widgets, smarter notifications, Quick Drop and AI key shortcuts. Rollout is staggered by region; check if your phone’s next.","image":"https://assets.techrepublic.com/uploads/2026/10/motorola-android.jpg?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"How to Build a Custom Mechanical Keyboard: Beginner’s Guide","alternateTitle":"Your First Custom Keyboard with Cherry MX","url":"https://www.techrepublic.com/article/news-how-to-build-custom-mechanical-keyboard/","domain":"techrepublic.com","sailthru":{"hash_id":"4b3bfe648763ee3e0c18eccccc633ea3"},"date":"Fri, 09 Oct 2026 11:10:49 -0400","tags":["ai1:software","ai1:tech","ai1:webdev","computer-hardware","custom-mechanical-keyboard","gaming","hardware","hot-swap-keyboard","keyboard-build","keyboard-pcb","keyboard-switches","keycaps","mechanical-keyboards","news","qmk"],"description":"Build your dream keyboard—no soldering required. Learn which kits, switches, and layouts deliver the feel, sound, and budget you want (most starter builds cost $120–$200). Step-by-step tips to avoid compatibility mistakes and finish like a pro.","image":"https://assets.techrepublic.com/uploads/2026/10/Mechanical-Keyboard-Build-Workspace-1-1024x683.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"How Cache Invalidation Caused Memory Pressure and API Failures at Scale","alternateTitle":"Why cache invalidation crashed your APIs","url":"https://dzone.com/articles/cache-invalidation-memory-errors","domain":"dzone.com","sailthru":{"hash_id":"567e8d0aa8a84852ccb4e998413ff68f"},"date":"Fri, 09 Oct 2026 11:00:00 -0400","tags":["ai1:data","ai1:software","ai1:webdev"],"description":"Hidden cache invalidations were throttling purchases — aggressive invalidation caused memory churn and GC pauses, dropping success from ~99.9% to ~98%. A time-based TTL fix restored 99.9% and revenue; learn how they diagnosed and rolled it out.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19219030-thumb.jpg","author":"Semyon Slepov","customFields":{"dz_category":"Data","dz_is_core":"no","is_sponsored":"no"}},{"title":"Best Mechanical Keyboards of 2026: 5 Picks for Gaming and Work","alternateTitle":"5 Picks for Your 2026 Desk: Logitech & Corsair","url":"https://www.techrepublic.com/article/news-best-mechanical-keyboards-2026/","domain":"techrepublic.com","sailthru":{"hash_id":"91c458226c84614dd0e1d254a88235e3"},"date":"Fri, 09 Oct 2026 10:59:43 -0400","tags":["8k-polling","ai1:news","ai1:software","ai1:tech","best-mechanical-keyboards","computer-hardware","ducky","gaming","gaming-keyboards","hardware","keyboard-reviews","keychron","mechanical-keyboards","news","wireless-keyboards"],"description":"Stop hunting — the 5 best mechanical keyboards of 2026, ranked for typing, wireless gaming, and value. From Keychron's Q6 Ultra 8K to budget Ducky models, find the layout and switches you actually want.","image":"https://assets.techrepublic.com/uploads/2026/10/Modern-Mechanical-Keyboard-Workstation-1024x683.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Google’s New Gemini Agent Can Handle Work Across Multiple Apps","alternateTitle":"Google's Gemini Now Works Across Your Apps","url":"https://www.techrepublic.com/article/news-google-gemini-agent-workplace-apps/","domain":"techrepublic.com","sailthru":{"hash_id":"9549b78260b6f16a44610263475574ef"},"date":"Fri, 09 Oct 2026 10:57:45 -0400","tags":["ai-agents","ai-governance","ai1:artificial-intelligence","ai1:google","ai1:software","artificial-intelligence","enterprise-ai","gemini-agent","google","google-cloud","google-workspace","news","tech--work","workplace-automation"],"description":"Meet your new AI coworker: Google’s Gemini Agent gets its own email, calendar and Drive, joins chats, and completes multi-step tasks across apps (Microsoft 365, Slack). See how it streamlines work—and what risks managers must tame.","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-gemini_-2.jpg?f=jpeg","author":"Liz Ticong","customFields":{}},{"title":"Nvidia’s $1 Billion Research Plan Targets AI, Quantum Computing and Medicine","alternateTitle":"Nvidia's $1B Plan: Your AI & Quantum Brief","url":"https://www.techrepublic.com/article/news-nvidia-1-billion-us-science-ai-quantum-research/","domain":"techrepublic.com","sailthru":{"hash_id":"e0568e54c651c00e3f764801fab14067"},"date":"Fri, 09 Oct 2026 10:43:09 -0400","tags":["ai1:artificial-intelligence","ai1:data","ai1:tech","artificial-intelligence","genesis-mission","jensen-huang","news","nvidia","quantum-computing","research-funding","scientific-computing","supercomputers","tech-industry"],"description":"Nvidia pledges $1 billion to supercharge US AI, quantum and fusion research—giving scientists unprecedented computing power to accelerate breakthroughs in medicine, energy and materials. Which projects benefit, and when will real-world results start to appear?","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-nvidia_.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Samsung Galaxy S26 Hacked Again as Pwn2Own Researchers Find More Flaws","alternateTitle":"Is your Samsung Galaxy S26 safe after Pwn2Own?","url":"https://www.esecurityplanet.com/threats/news-samsung-galaxy-s26-pwn2own-ireland-exploits-emea/","domain":"esecurityplanet.com","sailthru":{"hash_id":"182af7fe3c38d0d2d159208753ebf14e"},"date":"Fri, 09 Oct 2026 10:35:22 -0400","tags":["ai1:cybersecurity","ai1:news","ai1:tech","threats"],"description":"Galaxy S26 hacked again at Pwn2Own Ireland—researchers chained multiple zero-days and took home $232,500. Read why bug-chaining keeps flagships vulnerable and which patching steps users and IT teams can’t ignore.","image":"https://cdn.esecurityplanet.com/esp-10092026-samsung_security_.jpg","author":"Joseph Chisom Ofonagoro","customFields":{}},{"title":"Member Spotlight: Raghava Dittakavi","alternateTitle":"","url":"https://dzone.com/articles/member-spotlight-raghava-dittakavi","domain":"dzone.com","sailthru":{"hash_id":"af3ea95a1770b41287065e1804c4dbd1"},"date":"Fri, 09 Oct 2026 10:30:00 -0400","tags":["ai1:ai","ai1:cloud","ai1:developer"],"description":"Think AI will replace engineers? Raghava Dittakavi argues judgment beats automation—learn how questioning assumptions, validating AI suggestions, and mastering core fundamentals can accelerate reliable development. Discover his three must-have tools and habits that separate great engineers.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19230659-thumb.jpg","author":"Dominique Pugh","customFields":{"dz_category":"AI/ML","dz_is_core":"no","is_sponsored":"no"}},{"title":"Mechanical vs Magnetic Keyboards: Which Is Better?","alternateTitle":"Cherry MX vs Hall: Which Is Best for You?","url":"https://www.techrepublic.com/article/news-mechanical-vs-magnetic-keyboards/","domain":"techrepublic.com","sailthru":{"hash_id":"9713364ad4f72d8c3fd0386f050c6eef"},"date":"Fri, 09 Oct 2026 10:29:53 -0400","tags":["adjustable-actuation","ai1:tech","computer-hardware","gaming","gaming-keyboards","hall-effect","hardware","keyboard-latency","keyboard-switches","magnetic-keyboards","mechanical-keyboards","news","rapid-trigger"],"description":"Magnetic keyboards promise instant, adjustable key response — but are they worth the premium? They add Rapid Trigger and per-key sensitivity for gamers, yet tests show activation depths often miss their marks, so is the hype justified?","image":"https://assets.techrepublic.com/uploads/2026/10/Mechanical-Keyboard-Lighting-Showdown.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"OpenAI’s Revenue Run Rate Is $20B Below Earlier Estimates. Here’s Why","alternateTitle":"What OpenAI's $20B Gap Means for You","url":"https://www.channelinsider.com/ai/news-openai-revenue-run-rate-cloud-partner-accounting/","domain":"channelinsider.com","sailthru":{"hash_id":"f2ea13bc1ab5f0c7413802d1079c7f70"},"date":"Fri, 09 Oct 2026 10:25:22 -0400","tags":["ai","ai-infrastructure","ai-revenue","ai1:artificial-intelligence","ai1:channel","ai1:cloud","anthropic","artificial-intelligence","channel-partners","cloud-computing","cloud-marketplaces","infrastructure","openai"],"description":"OpenAI’s revenue run rate is $50B — $20B shy of an earlier $70B estimate. The gap isn’t failing sales but cloud-partner accounting (gross vs. net). Learn why that distinction reshapes investor comparisons, partner economics and future pricing.","image":"https://assets.channelinsider.com/uploads/2026/10/ci-10092026-wef_speaker.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Android Phones Found With Malware Already Installed Before Purchase","alternateTitle":"Your New Samsung or Pixel May Have Malware","url":"https://www.esecurityplanet.com/threats/news-midnight-mimosa-android-preinstalled-malware/","domain":"esecurityplanet.com","sailthru":{"hash_id":"a53511e83aa57242471e8882d0d596c8"},"date":"Fri, 09 Oct 2026 10:20:00 -0400","tags":["ai1:android","ai1:cybersecurity","ai1:news","cybersecurity","news","threats"],"description":"Think twice before buying cheap Androids—Bitdefender found \"Midnight Mimosa\" preinstalled firmware malware that runs invisible ad fraud, can’t be uninstalled, and may turn phones into proxies. Learn how to spot affected models and what fixes actually work.","image":"https://cdn.esecurityplanet.com/esp-10092026-android_phone.jpg","author":"Aminu Abdullahi","customFields":{}},{"title":"Apple Drops Intel Macs From Magic Mouse and Trackpad Compatibility Lists","alternateTitle":"Check if your Intel Mac lost Magic Mouse support","url":"https://www.techrepublic.com/article/news-apple-magic-mouse-trackpad-intel-mac-compatibility/","domain":"techrepublic.com","sailthru":{"hash_id":"a43fa6e66a7a1b66601e623028b03da5"},"date":"Fri, 09 Oct 2026 10:15:08 -0400","tags":["ai1:apple","ai1:news","ai1:tech","apple","apple-silicon","bluetooth-accessories","hardware","intel-mac","mac-compatibility","macos-27","magic-mouse","magic-trackpad","news"],"description":"Apple quietly removes Intel Macs from Magic Mouse/Trackpad compatibility lists — yet the USB‑C accessories reportedly still work. IT teams: verify macOS 15.1, test before buying, and read why Apple’s documentation now conflicts across regions.","image":"https://assets.techrepublic.com/uploads/2026/10/Minimalist-Apple-Workspace-Still-Life.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"IBM Advances to Final Stage of DARPA Quantum Computing Challenge","alternateTitle":"What IBM's DARPA Quantum Final Means for You","url":"https://www.eweek.com/news/ibm-darpa-quantum-benchmarking-stage-c/","domain":"eweek.com","sailthru":{"hash_id":"2e993321c5998af525d9a6372aca6109"},"date":"Fri, 09 Oct 2026 10:10:52 -0400","tags":["ai1:artificial-intelligence","ai1:software","ai1:technology","artificial-intelligence","news","quantum-computing"],"description":"IBM just reached Stage C of DARPA's Quantum Benchmarking Initiative — its fault‑tolerant roadmap now faces hard, independent scrutiny. This could validate (or expose) IBM’s 2029 fault‑tolerant target and reshape vendor trust — will IBM's systems scale cost‑effectively?","image":"https://cdn.eweek.com/eweek-10092026-ibm_.jpg","author":"Eric Mboizi","customFields":{}},{"title":"AI Agents, Local Hardware, and Security Risks Reshape Tech","alternateTitle":"How Google and Apple chips change your security","url":"https://www.techrepublic.com/article/ai-agents-local-hardware-and-security-risks-reshape-tech/","domain":"techrepublic.com","sailthru":{"hash_id":"e1495d8e6226cb3bb9cfa54917a8ecf9"},"date":"Fri, 09 Oct 2026 10:02:16 -0400","tags":["agibot","ai","ai-agents","ai1:artificial-intelligence","ai1:cybersecurity","ai1:tech","daily-tech-insider","google","hardware","microsoft","newsletter-roundup","nvidia","openai","robotics","security","smart-homes","smartphones","weekly-roundup"],"description":"AI is moving offline — AI agents and local hardware (Nvidia laptops from $2,599, 24–128GB) promise faster, private workflows, but fresh security gaps and mass credential attacks demand urgent fixes. Which tools and defenses actually protect you?","image":"https://assets.techrepublic.com/uploads/2026/09/ChatGPT-Image-Sep-30-2026-11_46_25-PM.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Threat Modeling Context-Aware AI: A STRIDE Walkthrough","alternateTitle":"STRIDE Threat Modeling for Your Google Cloud AI","url":"https://dzone.com/articles/threat-modeling-a-rag-application","domain":"dzone.com","sailthru":{"hash_id":"256e62489549f94073474447e3c7d0c3"},"date":"Fri, 09 Oct 2026 10:00:10 -0400","tags":["ai1:cybersecurity","ai1:software","ai1:webdev"],"description":"Don't let your RAG assistant leak or be hijacked: this STRIDE walkthrough exposes six real attack paths—spoofing, tampering, info disclosure, DoS, repudiation, privilege escalation—and delivers practical, prioritized mitigations (ACLs, provenance, token scoping, logging). Learn what to fix first.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19213529-thumb.jpg","author":"Sandeep Gadde","customFields":{"dz_category":"AI/ML","dz_is_core":"no","is_sponsored":"no"}},{"title":"OnePlus 16 Cheat Sheet: Price, Specs, and Everything We Know","alternateTitle":"Is the OnePlus 16 your next phone?","url":"https://www.techrepublic.com/article/news-oneplus-16-cheat-sheet/","domain":"techrepublic.com","sailthru":{"hash_id":"b3ff593be8fb6e07ce5d3c5d6144762a"},"date":"Fri, 09 Oct 2026 09:37:46 -0400","tags":["ai1:mobile","ai1:news","ai1:tech","android-flagship-phones","android-smartphones","apac","hardware","innovation","international","mobile","news","oneplus","oneplus-16","smartphone-battery-life","smartphone-cameras","smartphone-releases","smartphones","snapdragon-8-elite-extreme-gen-6","tech-industry"],"description":"Craving endurance and pro photos? OnePlus 16 packs a 9,000mAh battery, 200MP main camera and up to 185Hz gaming — launching Oct. 12 in China. Worth importing despite limited Western support?","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-one-plus-16.jpg?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"Toshiba Begins Philippine HDD Shipments as AI Demand Drives Expansion","alternateTitle":"Toshiba Ships HDDs from Philippines to Your Fleet","url":"https://www.techrepublic.com/article/news-toshiba-hdd-production-expansion-apac-philippines/","domain":"techrepublic.com","sailthru":{"hash_id":"ca07cd3efa476b7fc674a37d2d0f0bde"},"date":"Fri, 09 Oct 2026 09:31:46 -0400","tags":["ai","ai-infrastructure","ai1:cloud","ai1:storage","ai1:technology","apac","data-center-storage","data-centers","enterprise-storage","hard-disk-drives","hardware","hdd-manufacturing","laguna","news","philippines","storage","toshiba"],"description":"Toshiba has begun shipping HDDs from a major Philippine expansion — a ¥60B (~$380M) investment aiming to nearly double nearline capacity by FY2027, fueled by AI/cloud demand and promising ~3,000 jobs. How will it reshape global storage supply?","image":"https://assets.techrepublic.com/uploads/2026/10/toshiba-philippines-facility-wordpress.webp?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Why Your GPU Fleet Is Both Full and Idle: Building a Capacity Orchestration Layer","alternateTitle":"Why Your NVIDIA GPU Fleet Is Underused","url":"https://dzone.com/articles/gpu-capacity-orchestration-layer","domain":"dzone.com","sailthru":{"hash_id":"4fda5e1787382a25ff16e38bca13dbd2"},"date":"Fri, 09 Oct 2026 09:00:09 -0400","tags":["ai1:artificial-intelligence","ai1:cloud","ai1:devops"],"description":"Stop hoarding GPUs: a five-part orchestration layer (intent, policy, broker, reallocation, goodput) converts 90%+ allocated-but-idle fleets into productive capacity. Includes a practical 90-day rollout to reclaim stranded accelerators—discover how your next GPU could be the one you already own.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19212920-thumb.jpg","author":"Ankit Sinha","customFields":{"dz_category":"AI/ML","dz_is_core":"no","is_sponsored":"no"}},{"title":"Ransomware Negotiator Angelo Martino Gets 70 Months for Helping BlackCat","alternateTitle":"Angelo Martino gets 70 months — what it means for you","url":"https://www.esecurityplanet.com/cybercrime/news-angelo-martino-blackcat-ransomware-negotiator-sentenced/","domain":"esecurityplanet.com","sailthru":{"hash_id":"c46563e9c97092990a4bf52e926c3e77"},"date":"Fri, 09 Oct 2026 09:00:00 -0400","tags":["ai1:cybersecurity","ai1:news","cybercrime"],"description":"Trusted negotiator betrayed clients—Angelo Martino gets 70 months and authorities seized ~$10M. Learn how an insider fed BlackCat insurance limits to boost ransoms and what four safeguards organizations should adopt to stop this kind of double-cross.","image":"https://cdn.esecurityplanet.com/Cyber Extortion Data Exchange.png","author":"eSecurityPlanet Staff","customFields":{}},{"title":"Samsung Forecasts Nearly Ninefold Profit Surge as AI Memory Prices Soar","alternateTitle":"How Samsung's AI Memory Price Spike Affects You","url":"https://www.techrepublic.com/article/news-samsung-ai-memory-profit-surge/","domain":"techrepublic.com","sailthru":{"hash_id":"80ef70bd0798d8f9161226a3ec0ab254"},"date":"Fri, 09 Oct 2026 08:38:31 -0400","tags":["ai-infrastructure","ai-memory","ai1:artificial-intelligence","ai1:data","ai1:tech","data-centers","dram","hardware","hbm","memory-chips","news","samsung","samsung-electronics","semiconductors","tech-industry"],"description":"Samsung forecasts a nearly ninefold Q3 profit jump as AI memory prices soar. Rising HBM, DRAM and NAND costs fuel the surge — and threaten to blow IT budgets. Find the full forecast and what it means for your procurement.","image":"https://assets.techrepublic.com/uploads/2026/10/%EC%82%BC%EC%84%B1%EC%A0%84%EC%9E%90-%EB%B0%98%EB%8F%84%EC%B2%B4-HBM4E-%EC%84%B8%EA%B3%84-%EC%B5%9C%EC%B4%88-12%EB%8B%A8-%EC%83%98%ED%94%8C-%EC%B6%9C%ED%95%98-6-1.jpg?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Cloudflare Launches Clef AI Decision Models for Faster Agent Workflows","alternateTitle":"Speed up your agents with Cloudflare Clef","url":"https://www.eweek.com/news/cloudflare-clef-ai-decision-models-agent-workflows/","domain":"eweek.com","sailthru":{"hash_id":"e02a252dd205695a2e01ecc4ada110a6"},"date":"Fri, 09 Oct 2026 08:30:00 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:software","artificial-intelligence","cloud-computing","news"],"description":"Cloudflare’s Clef and Clef-flash speed AI agent decisions with structured classifications, low latency and Apache 2.0 weights. See how Qwen-based models plus fine-tuning can slash routing costs — and why authorization still needs guardrails.","image":"https://cdn.eweek.com/AI Workflow Decision Engine.png","author":"eWEEK Staff","customFields":{}},{"title":"Production-Grade LLM Regression Testing: Contracts, Evals, and Quality Gates","alternateTitle":"Add GitHub Quality Gates to Your ChatGPT LLMs","url":"https://dzone.com/articles/production-grade-llm-regression-testing","domain":"dzone.com","sailthru":{"hash_id":"5b75a0fedfae78c2575a4537319366c3"},"date":"Fri, 09 Oct 2026 08:00:10 -0400","tags":["ai1:artificial-intelligence","ai1:devops","ai1:software"],"description":"Silent LLM regressions can wreck production—catch them with contracts, semantic evals, and baseline quality gates. Learn how to build failure-driven regression corpora and close the production loop to prevent surprising degradations.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19210534-thumb.jpg","author":"Uthej Mopathi","customFields":{"dz_category":"AI/ML","dz_is_core":"yes","is_sponsored":"no"}},{"title":"Microsoft Execution Containers for AI Agents Reach GA on Windows 11","alternateTitle":"Your AI Agents: Microsoft Containers GA on Win11","url":"https://www.esecurityplanet.com/endpoint-security/news-microsoft-execution-containers-for-ai-agents-reach-ga/","domain":"esecurityplanet.com","sailthru":{"hash_id":"913091240614b33ca75c7223c72d1a84"},"date":"Fri, 09 Oct 2026 07:00:00 -0400","tags":["ai-security","ai1:cybersecurity","ai1:news","ai1:software","endpoint-security"],"description":"Lock down AI agents now: Microsoft’s Execution Containers are GA on Windows 11, enforcing file, network, process and desktop restrictions. Explore modes (Enforcement, Learning, Permissive) and backends — process, session, WSL, experimental microVMs — to choose the right isolation for production.","image":"https://cdn.esecurityplanet.com/AI Security Workspace.png","author":"eSecurityPlanet Staff","customFields":{}},{"title":"Galaxy Tab S12+ vs iPad Air M4: Is Samsung’s Pricier Tablet Actually Better for Work?","alternateTitle":"Samsung's pricier Tab S12+: better for your work?","url":"https://www.techrepublic.com/article/news-galaxy-tab-s12-vs-ipad-air-m4/","domain":"techrepublic.com","sailthru":{"hash_id":"160abbcd051d8c6f3ca467be871450e4"},"date":"Fri, 09 Oct 2026 05:40:34 -0400","tags":["ai1:android","ai1:apple","ai1:tech","apple","galaxy-tab-s12","hardware","ipad-air-m4","ipados-26","mobile","news","productivity-tablets","productivity-tools","samsung","samsung-dex","tablet-comparison"],"description":"Can a tablet replace your laptop? Samsung’s Galaxy Tab S12+ (from $1,199.99) packs a 120Hz AMOLED, included S Pen and microSD up to 2TB for desktop-style multitasking—yet Apple’s iPad Air M4 costs less. Which wins for work?","image":"https://assets.techrepublic.com/uploads/2026/10/galaxy-tab-s12-plus-vs-ipad-air-m4-composite.webp?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"Dell XPS 16 Creator Edition Launches: What Nvidia RTX Spark Means for the Channel","alternateTitle":"What Nvidia RTX Spark Means for Your Channel","url":"https://www.channelinsider.com/ai/news-dell-xps-16-creator-edition-nvidia-rtx-spark-channel-partners/","domain":"channelinsider.com","sailthru":{"hash_id":"b39d039d6485b339e4f5eda998dfcad6"},"date":"Fri, 09 Oct 2026 05:24:31 -0400","tags":["ai","ai-hardware","ai-pcs","ai1:artificial-intelligence","ai1:channel","ai1:tech","channel-partners","dell","dell-xps-16-creator-edition","nvidia","nvidia-rtx-spark","windows-11"],"description":"Meet Dell’s XPS 16 Creator Edition: RTX Spark, up to 128GB unified memory and Blackwell GPU in a portable $3,799+ package. Is local AI horsepower worth the premium for your customers? Read why channel partners should care.","image":"https://assets.channelinsider.com/uploads/2026/10/ci-10092026-laptops_.jpg?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"Elon Musk Wants Grok Bot to Route Users to Rival AI Models","alternateTitle":"Elon Musk Wants Grok to Route You to OpenAI","url":"https://www.techrepublic.com/article/news-elon-musk-grok-bot-rival-ai-model-routing/","domain":"techrepublic.com","sailthru":{"hash_id":"89bdc7c597bb9930959220b759bd9824"},"date":"Fri, 09 Oct 2026 04:49:41 -0400","tags":["ai-agents","ai-model","ai1:artificial-intelligence","ai1:internet-of-things","ai1:software","artificial-intelligence","elon-musk","generative-ai","grok","grok-bot","large-language-models","model-routing","news","spacex","tech-industry"],"description":"Elon Musk’s Grok Bot may route your queries to rival AI models — delivering the best model for each task while reshaping AI competition. But who sees your data? Read on for privacy trade-offs and what this means for users.","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-grok-bot.jpg?f=jpeg","author":"Joseph Ofonagoro","customFields":{}},{"title":"Google, Meta Join $1.8B Push to Build AI ‘Virtual Cells’: Here’s What We Know","alternateTitle":"Google, Meta $1.8B Push: What It Means for You","url":"https://www.eweek.com/news/google-meta-virtual-cell-ai-biology/","domain":"eweek.com","sailthru":{"hash_id":"f29b627b566915ca386b13db937e1fda"},"date":"Fri, 09 Oct 2026 04:45:10 -0400","tags":["ai1:artificial-intelligence","ai1:biology","ai1:science","artificial-intelligence","google","meta","news"],"description":"Google and Meta just backed a $1.8B push to create AI virtual cells that could let scientists test drugs digitally before hitting the lab. But accuracy is unproven—first datasets due in a year; exclusive early access may reshape biotech","image":"https://cdn.eweek.com/eweek-10092026-lab_cells_.png","author":"Kezia Jungco","customFields":{}},{"title":"Meta Deploys AI to Catch Facebook Ads Linked to Child Exploitation","alternateTitle":"Meta AI stops Facebook ads targeting your kids","url":"https://www.esecurityplanet.com/news/news-meta-ai-facebook-ads-child-exploitation-detection/","domain":"esecurityplanet.com","sailthru":{"hash_id":"5f071962644ba575e0486c13d284de2e"},"date":"Fri, 09 Oct 2026 04:22:26 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:news","artificial-intelligence","news"],"description":"Meta unveiled an AI that spots Facebook ads secretly funneling users to child-exploitation sites—using an LLM to detect \"signposting\" and stress-test defenses. Could this stop evasive predators without silencing legitimate ads? Read how Meta tests and tightens its safeguards.","image":"https://cdn.esecurityplanet.com/esp-10092026-meta_.png","author":"Joseph Chisom Ofonagoro","customFields":{}},{"title":"Microsoft Opens Surface Laptop Ultra Preorders Starting at $2,599","alternateTitle":"Preorder Microsoft Surface Laptop Ultra $2,599","url":"https://www.channelinsider.com/ai/emerging-tech/news-microsoft-surface-laptop-ultra-preorders/","domain":"channelinsider.com","sailthru":{"hash_id":"e97f579eab705771e3ad4a579c728f72"},"date":"Fri, 09 Oct 2026 04:08:59 -0400","tags":["ai","ai-pcs","ai1:artificial-intelligence","ai1:channel","ai1:tech","channel-partners","emerging-tech","local-ai","microsoft","nvidia","rtx-spark","surface-laptop-ultra","windows-11"],"description":"Microsoft’s Surface Laptop Ultra lets you run huge AI models locally—up to 120B+ parameters and 1 petaflop of AI power starting at $2,599. Is local AI worth the price for your workloads? Read the full buying guide.","image":"https://assets.channelinsider.com/uploads/2026/10/ci-10092026-laptop_device.png?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Anthropic Launches Claude Haiku 5.5 With API Prices Starting at $0.10","alternateTitle":"Claude Haiku 5.5: What $0.10 API Gets You","url":"https://www.techrepublic.com/article/news-anthropic-claude-haiku-5-5-api-pricing/","domain":"techrepublic.com","sailthru":{"hash_id":"4b3fdf5dc0ec7e38198d4d7432985780"},"date":"Fri, 09 Oct 2026 03:57:53 -0400","tags":["ai-agents","ai-models","ai1:artificial-intelligence","ai1:cloud","ai1:software","anthropic","api-pricing","artificial-intelligence","claude","claude-haiku-55","generative-ai","news","tech-industry"],"description":"Slash AI costs—Anthropic’s Claude Haiku 5.5 handles high-volume subtasks for as little as $0.10 per million input tokens, promising faster, up-to-75% cheaper runs and strong benchmark gains. Learn which workflows and trade-offs make it a game-changer.","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-claude.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"No Coding Needed: Google’s New AI Tool Builds Games From Your Ideas","alternateTitle":"No Coding: Google’s New Tool Builds Your Game","url":"https://www.techrepublic.com/article/news-google-playground-ai-game-builder-no-code/","domain":"techrepublic.com","sailthru":{"hash_id":"a13c0eceaa96574efcf2693f4dd5eca5"},"date":"Fri, 09 Oct 2026 03:48:23 -0400","tags":["ai-game-development","ai1:artificial-intelligence","ai1:developer","ai1:webdev","artificial-intelligence","game-development","gemini","generative-ai","google","google-playground","innovation","news","tech-industry","unity"],"description":"Build a playable game from a sentence—no coding. Google’s Playground turns text prompts into 2D/3D browser games with conversational editing, leaderboards and planned Unity integration—prototype ideas fast; US users 18+ can try it now. Learn what limits and costs apply.","image":"https://assets.techrepublic.com/uploads/2026/10/tr-10092026-playground-1.png?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"QuickBooks Online Review: Features, Pricing, and Pros & Cons (2026)","alternateTitle":"QuickBooks Online 2026: Is It Right for You?","url":"https://www.techrepublic.com/article/quickbooks-online-reviews/","domain":"techrepublic.com","sailthru":{"hash_id":"a82907cf94bbde838712affdb8b74938"},"date":"Fri, 09 Oct 2026 01:00:46 -0400","tags":["accounting","ai1:finance","ai1:software","freshbooks","payroll","payroll-software","quickbooks","software","xero","zoho-books"],"description":"QuickBooks Online packs enterprise-grade accounting—unlimited invoices, cash-flow forecasting and 750+ integrations—but starts at $38/month. Is the feature set worth the premium? Discover plan breakdowns, pros, cons and the best alternatives for your business.","image":"https://assets.techrepublic.com/uploads/2022/08/learn-quickbooks-for-less.jpeg?f=jpeg","author":"JR Suralta","customFields":{}},{"title":"CyberFOX Acquires Optimize365 to Expand M365 Security","alternateTitle":"CyberFOX buys Optimize365 to safeguard your M365","url":"https://www.channelinsider.com/channel-business/cyberfox-optimize365-acquisition-microsoft-365-security/","domain":"channelinsider.com","sailthru":{"hash_id":"f8073c0f2aeb7c0968c0a705181e062d"},"date":"Thu, 08 Oct 2026 17:54:48 -0400","tags":["ai1:channel","ai1:cloud","ai1:cybersecurity","channel-business","mergers--acquisitions","microsoft-365-security","msp-microsoft-365-security","news-and-trends","optimize365-acquired"],"description":"CyberFOX just acquired Optimize365 — adding continuous Microsoft 365 tenant monitoring, configuration hardening and automated remediation to its portfolio. MSPs can simplify M365 security and cut manual toil. Learn how this reshapes partner offerings and integrations.","image":"https://assets.channelinsider.com/uploads/2026/07/ci-06302026-cyberfox.jpg?f=jpeg","author":"Jordan Smith","customFields":{}},{"title":"JumpCloud: 59% of AI Adopters Lack Full IAM Controls","alternateTitle":"59% of AI adopters: Is your IAM exposed?","url":"https://www.channelinsider.com/security/jumpcloud-ai-agent-identity-governance-research/","domain":"channelinsider.com","sailthru":{"hash_id":"4f90182171772f6a5617c7507676428c"},"date":"Thu, 08 Oct 2026 17:51:26 -0400","tags":["ai-access-controls","ai-agent-identity-management","ai-agent-security","ai1:cloud","ai1:cybersecurity","ai1:software","identity-and-access-management","news-and-trends","security"],"description":"59% of orgs running AI agents haven't integrated them into IAM—creating access and audit blind spots. JumpCloud’s study of 250 IT leaders outlines an Agentic IAM lifecycle to discover, register, manage and govern AI identities. Learn what to do next.","image":"https://assets.channelinsider.com/uploads/2026/10/Untitled-design.png?f=jpeg","author":"Luis Millares","customFields":{}},{"title":"CrowdStrike, CyberCert Give ANZ MSSPs a New Service Opportunity","alternateTitle":"CrowdStrike & CyberCert: Your ANZ MSSP Edge","url":"https://www.channelinsider.com/cybersecurity/news-crowdstrike-cybercert-anz-smbs-apac/","domain":"channelinsider.com","sailthru":{"hash_id":"c4f11b7d321765c017ff31046c5a31ab"},"date":"Thu, 08 Oct 2026 17:46:53 -0400","tags":["ai1:channel","ai1:cloud","ai1:cybersecurity","apac","apac-channel-news","australia","crowdstrike","crowdstrike-falcon","cybercert","cybersecurity","managed-services","new-zealand","news-and-trends","smb1001"],"description":"ANZ MSSPs: new revenue stream—CrowdStrike pairs Falcon protection with CyberCert’s SMB1001 certification, plus limited free certification credits. Offer managed security plus certification readiness, but who pays, who certifies and what’s included? Read more.","image":"https://assets.channelinsider.com/uploads/2026/10/unnamed-16.png?f=jpeg","author":"Kezia Grace Jungco","customFields":{}},{"title":"Anthropic IPO Report Reveals Dario Amodei’s $18M Pay Package","alternateTitle":"Dario Amodei’s $18M: Your Anthropic IPO Brief","url":"https://www.channelinsider.com/ai/news-anthropic-ipo-dario-amodei-pay-package/","domain":"channelinsider.com","sailthru":{"hash_id":"0547f4bcacafa254cd15e6e3b1d6d3c2"},"date":"Thu, 08 Oct 2026 17:42:22 -0400","tags":["ai","ai1:artificial-intelligence","ai1:channel","ai1:news","anthropic","artificial-intelligence","channel-partners","claude","daniela-amodei","dario-amodei","executive-compensation","ipo","news-and-trends"],"description":"Anthropic's IPO filing reveals CEO Dario Amodei took $18M in 2025—mostly stock—spotlighting executive incentives ahead of a potential listing. Channel partners: this could signal changes in pricing, support, and partner terms. What should you watch next?","image":"https://assets.channelinsider.com/uploads/2026/10/Dario_Amodei_at_TechCrunch_Disrupt_2023_01.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"Amazon’s New Alexa Tablets Start at $229: What’s Changing for Fire Owners","alternateTitle":"How Amazon's $229 Alexa Tablet affects your Fire","url":"https://www.techrepublic.com/article/news-amazon-alexa-tablets-google-play-fire-tablets/","domain":"techrepublic.com","sailthru":{"hash_id":"4ec9fba3b2e89edeebcbb46db361e6f5"},"date":"Thu, 08 Oct 2026 17:37:09 -0400","tags":["ai1:android","ai1:google","ai1:mobile","alexa","alexa-tablets","amazon","amazon-devices","amazon-fire-tablets","android-tablets","artificial-intelligence","google","google-play-store","hardware","innovation","news"],"description":"Amazon finally puts Google Play on its new Alexa tablets—Android, Alexa+ AI, and three aluminum models starting at $229.99. Is the added app access, AI smarts and pricing worth upgrading from Fire? Read more for specs, ads, and support details.","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-15-1024x574.png?f=jpeg","author":"Matt Gonzales","customFields":{}},{"title":"Hark Launches Free AI Assistant to Handle Tasks Before You Ask","alternateTitle":"Hark's Free Assistant Acts Before You Ask","url":"https://www.techrepublic.com/article/news-hark-pro-free-ai-assistant/","domain":"techrepublic.com","sailthru":{"hash_id":"eff0ddc825ba9b0217a0556725e39978"},"date":"Thu, 08 Oct 2026 17:28:43 -0400","tags":["ai-agents","ai-assistants","ai1:artificial-intelligence","ai1:cybersecurity","ai1:software","artificial-intelligence","automation","brett-adcock","data-privacy","hark","hark-pro","news","task-automation"],"description":"Meet Hark Pro — a free AI that runs errands before you ask. It automates bills, bookings and groceries, logs into millions of sites across six browsers, and learns preferences; privacy and account access are the trade-offs. Curious how it works?","image":"https://assets.techrepublic.com/uploads/2026/10/unnamed-14.png?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"ChatGPT Teen Safety Report Finds Gaps in Parental Alerts","alternateTitle":"ChatGPT Report Shows Gaps in Your Alerts","url":"https://www.techrepublic.com/article/news-chatgpt-teen-safety-report-parental-alerts/","domain":"techrepublic.com","sailthru":{"hash_id":"722244f3448e28dad6f166ad1f2d9473"},"date":"Thu, 08 Oct 2026 17:24:40 -0400","tags":["ai-safety","ai1:artificial-intelligence","ai1:cybersecurity","ai1:news","artificial-intelligence","chatgpt","common-sense-media","news","openai","parental-controls","study-mode","teen-safety"],"description":"Can ChatGPT protect your teen? Common Sense Media’s tests—over 4,000 prompts—found parental alerts and crisis referrals unreliable: teens could discuss self-harm for up to an hour, and referrals failed in more than 1 in 4 cases. Should parents trust it?","image":"https://assets.techrepublic.com/uploads/2026/10/emiliano-vittoriosi-fvxNerA8uk0-unsplash-1.jpg?f=jpeg","author":"Aminu Abdullahi","customFields":{}},{"title":"TP-Link Faces 5 State Lawsuits: Are Its Routers Still Legal in the US?","alternateTitle":"5-State Suits: Is your TP-Link legal?","url":"https://www.techrepublic.com/article/news-tp-link-router-lawsuits-fcc-ban-us/","domain":"techrepublic.com","sailthru":{"hash_id":"30b7399acdad69d358860a2d9ec19aa1"},"date":"Thu, 08 Oct 2026 15:23:07 -0400","tags":["aginet","ai1:cybersecurity","ai1:internet-of-things","ai1:news","cybersecurity","fcc-router-ban","firmware-updates","hardware","news","router-security","router-vulnerabilities","security","tp-link","tp-link-lawsuit"],"description":"Five states have sued TP-Link and the FCC restricted foreign-made routers—should you ditch yours? Learn which models remain legal, which vulnerabilities matter, and quick steps to inventory and patch vulnerable devices before attackers exploit them.","image":"https://assets.techrepublic.com/uploads/2026/10/Router-Under-Regulatory-Scrutiny-2.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"The Rush of Autonomous AI Agents Hits the Wall of Enterprise Governance","alternateTitle":"Are Your Copilot Agents Hitting Governance Limits?","url":"https://www.rtinsights.com/the-rush-of-autonomous-ai-agents-hits-the-wall-of-enterprise-governance/","domain":"rtinsights.com","sailthru":{"hash_id":"6f9f668281383270857e5c6ae12cd126"},"date":"Thu, 08 Oct 2026 15:10:46 -0400","tags":["ai1:artificial-intelligence","ai1:cybersecurity","ai1:software","artificial-intelligence-technologies","governance","trending-now"],"description":"Autonomous AI agents are hyped—but governance is the brake. Enterprises risk compliance and security unless agents fit into existing controls; 40% may be demoted by 2027. Learn the four autonomy levels and how to scale AI safely.","image":"https://www.rtinsights.com/wp-content/uploads/2026/01/20260114-RTI-MCP-Depositphotos_833953576_S.jpg?f=jpeg","author":"Jacob Roscoe","customFields":{}},{"title":"Wi-Fi 8 vs Wi-Fi 7: Is TP-Link’s Archer 8 Ultra Worth It?","alternateTitle":"Is TP-Link Archer 8 Ultra Right for Your Wi‑Fi?","url":"https://www.techrepublic.com/article/news-wifi-8-vs-wifi-7-tp-link-archer-8-ultra/","domain":"techrepublic.com","sailthru":{"hash_id":"4584b9fe042b2c7e0235695a3d1c734f"},"date":"Thu, 08 Oct 2026 14:52:57 -0400","tags":["ai1:cybersecurity","ai1:news","ai1:tech","archer-8-ultra","hardware","home-networking","ieee-80211bn","networking","news","tp-link","wifi-7","wifi-8","wifi-routers","wireless-routers"],"description":"Wi‑Fi 8 promises steadier connections, but TP‑Link’s Archer 8 Ultra is pricey and lacks client support—worthwhile only for early adopters with multigig plans. Curious why Wi‑Fi 7 still wins for most homes? Read on.","image":"https://assets.techrepublic.com/uploads/2026/10/Futuristic-Router-in-a-Moody-Workspace.png?f=jpeg","author":"TechRepublic Staff","customFields":{}},{"title":"The Sqrt(t) Volatility Band Is Wrong in Both Directions; Here's What to Compute Instead","alternateTitle":"How to Fix Your sqrt(t) Volatility Bands","url":"https://dzone.com/articles/address-sqrtt-volatility-band","domain":"dzone.com","sailthru":{"hash_id":"eea01bad8570b8dae00a684f56c2cafa"},"date":"Thu, 08 Oct 2026 13:00:00 -0400","tags":["ai1:data","ai1:software","ai1:webdev"],"description":"Stop using sigma·sqrt(t)—it misprices volatility bands for fat‑tailed assets. Compute empirical quantile bands instead to get honest intervals (BTC: 1‑day ~0.80, 30‑day ~1.00). Learn the overlapping‑windows trap and reproducible fixes.","image":"https://dz2cdn1.dzone.com/storage/article-thumb/19205386-thumb.jpg","author":"Alex Malinowski","customFields":{"dz_category":"Data","dz_is_core":"no","is_sponsored":"no"}}],"_metadata":{"hash_sha1":"81d6e86e30bc283d5c15fb20f5b7b66ea1a6c47d","sources":[{"hash_sha1":"e4363740c191c7d7c43e111db0c0d6f54f462403","url":"https://www.techrepublic.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"techrepublic.com","last_pulled_at":"2025-08-04T22:00:33.000Z"},{"hash_sha1":"c0f1e6a20275c465c2d6e7f2e6ee28b35ba040a8","url":"https://www.channelinsider.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"channelinsider.com","last_pulled_at":"2025-08-04T22:00:15.000Z"},{"hash_sha1":"59a14ff109d018b9d7d35d3dcd088a151c1c77ed","url":"https://feeds.dzone.com/home","fetch_time":1791844531136,"headers":{},"domain":"dzone.com","last_pulled_at":"2025-08-04T22:01:26.000Z"},{"hash_sha1":"c37a26611a6fde4ef36460d2ce29f48ea133daab","url":"https://www.esecurityplanet.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"esecurityplanet.com","last_pulled_at":"2025-08-04T22:00:14.000Z"},{"hash_sha1":"50f11f8a66374c5c92ed7eb3d593da1715a74575","url":"https://www.theclose.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"theclose.com","last_pulled_at":"2025-08-04T22:00:15.000Z"},{"hash_sha1":"a39cf93d4fc15141f0a4189cabd4b06448500f9c","url":"https://www.eweek.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"eweek.com","last_pulled_at":"2025-08-04T22:00:14.000Z"},{"hash_sha1":"5015bb4c46865ca6ce6384c16126c4a7b25be0ea","url":"https://fitsmallbusiness.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"fitsmallbusiness.com","last_pulled_at":"2025-08-04T22:00:14.000Z"},{"hash_sha1":"29e7b64be57a55a43249050be38249253de817a2","url":"https://technologyadvice.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"technologyadvice.com","last_pulled_at":"2025-08-04T22:00:14.000Z"},{"hash_sha1":"a0bf6370779e566703c72e7a8baf17ba0964530f","url":"https://www.rtinsights.com/feed/","fetch_time":1791844531136,"headers":{},"domain":"rtinsights.com","last_pulled_at":"2025-08-04T22:00:16.000Z"}],"total_items":100,"fetch_time":1791844531136,"combined_feeds":["techrepublic.com","channelinsider.com","dzone.com","esecurityplanet.com","theclose.com","eweek.com","fitsmallbusiness.com","technologyadvice.com","rtinsights.com"],"filters":{"domains":[],"tags":[]}},"fetch_time":1791844531136,"feeds":{"techrepublic.com":"https://www.techrepublic.com/feed/","project-management.com":"https://project-management.com/feed/","dzone.com":"https://feeds.dzone.com/home","fitsmallbusiness.com":"https://fitsmallbusiness.com/feed/","technologyadvice.com":"https://technologyadvice.com/feed/","codeguru.com":"https://www.codeguru.com/feed/","esecurityplanet.com":"https://www.esecurityplanet.com/feed/","theclose.com":"https://www.theclose.com/feed/","eweek.com":"https://www.eweek.com/feed/","linuxtoday.com":"https://www.linuxtoday.com/feed/","datamation.com":"https://www.datamation.com/feed/","enterprisestorageforum.com":"https://www.enterprisestorageforum.com/feed/","sqlcourse.com":"https://www.sqlcourse.com/feed/","htmlgoodies.com":"https://www.htmlgoodies.com/feed/","databasejournal.com":"https://www.databasejournal.com/feed/","serverwatch.com":"https://www.serverwatch.com/feed/","enterprisenetworkingplanet.com":"https://www.enterprisenetworkingplanet.com/feed/","cioinsight.com":"https://www.cioinsight.com/feed/","sellingsignals.com":"https://www.sellingsignals.com/feed/","itbusinessedge.com":"https://www.itbusinessedge.com/feed/","channelinsider.com":"https://www.channelinsider.com/feed/","smallbusinesscomputing.com":"https://www.smallbusinesscomputing.com/feed/","internetnews.com":"https://www.internetnews.com/feed/","clouddatainsights.com":"https://www.clouddatainsights.com/feed/","rtinsights.com":"https://www.rtinsights.com/feed/","wonderhowto.com":"https://www.wonderhowto.com/rss.xml","gadgethacks.com":"https://www.gadgethacks.com/rss.xml","next.reality.news":"https://next.reality.news/rss.xml","null-byte.wonderhowto.com":"https://null-byte.wonderhowto.com/rss.xml","therestauranthq.com":"https://www.therestauranthq.com/feed/"},"domain_filter":[],"tag_filter":[],"search_filter":""}