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News
LLM Inference, Explained: Prefill, Decode, and KV Cache
3+ hour, 9+ min ago (29+ words) Ever wondered what actually happens the second you hit send on ChatGPT or Claude? That near-instant reply isn’t magic. It’s inference …...
Designing a Multi-Layer Privacy Sanitization Pipeline for LLM Applications
3+ hour, 9+ min ago (163+ words) Modern AI applications process large volumes of unstructured and semi-structured data. This data may contain personally …...
Why a PR walkthrough can pass validation and still be hard to read
10+ hour, 51+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...
Agent orchestrators and agent coordinators are not the same layer
10+ hour, 30+ min ago (702+ words) If you only ever run one coding agent, you do not need either of these. Close the tab, you are fine. For everyone else: I maintain Foremerge, and a couple of weeks ago I submitted it to a list called…...
Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4)
20+ hour, 52+ min ago (1782+ words) This is a 4-part series on how agents remember:building short-, medium- and long-term memory thatscales across users, agents, and kubernetes clusters. Alice and Bob both use our agent platform. On Monday, Alice worked on a support incident, and the…...
Agentic AI Foundation Launches MCPA Certification to Validate MCP Expertise
6+ hour, 24+ min ago (133+ words) SAN FRANCISCO, Sept. 14, 2026 The first official certification for MCP validates builders' understanding of MCP architecture, security, and implementation as adoption of the protocol grows SAN FRANCISCO, Sept. 14, 2026 /PRNewswire/ -- The Agentic AI Foundation (AAIF), the neutral home where the agentic stack…...
TrueFoundry vs OpenRouter: Which AI Gateway Fits Your Stack?
10+ hour, 40+ min ago (949+ words) TrueFoundry and OpenRouter both solve the same problem, routing your app to the right model, but they solve it for different teams. One bets on enterprise control. The other bets on scale and speed. We tested both to find out…...
Russian hackers taught AI to automatically dodge antivirus software
10+ hour, 59+ min ago (410+ words) Around Prague Russian hackers taught AI to automatically dodge antivirus software Czech National Bank Employee Secretly Smuggled Tens of Millions of Crowns Out of Brno Vault Firefighting Experts Break Down Which Hoses Work Best in New Podcast Mělník shelter director:…...
What Is Click Staff AI? A Simple Guide to Using AI as Your Digital Team
6+ hour, 56+ min ago (1857+ words) AI tools can be very helpful. They can help you research. They can help you make plans. They can also help with marketing and business work. But there is one big problem. You still have to manage the work. For…...
Writing More Secure Code with LLMs: Why "Make No Mistakes" Falls Short
11+ hour, 59+ min ago (928+ words) What actually makes an AI write safer code, measured on one build task with validated vulnerability counts. First in a multi-part series from the Monad Foundation engineering team. The same task and model, two prompts, two different security outcomes. We…...