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News


medium.com > @anjaliikakde > llm-inference-explained-prefill-decode-and-kv-cache-78fee27066b8

LLM Inference, Explained: Prefill, Decode, and KV Cache

4+ hour, 45+ 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 …...


medium.com > @biswasabhishek521 > designing-a-multi-layer-privacy-sanitization-pipeline-for-llm-applications-d080a3d86492

Designing a Multi-Layer Privacy Sanitization Pipeline for LLM Applications

4+ hour, 45+ min ago   (163+ words) Modern AI applications process large volumes of unstructured and semi-structured data. This data may contain personally …...


dev.to > devyuuun > why-a-pr-walkthrough-can-pass-validation-and-still-be-hard-to-read-3gmb

Why a PR walkthrough can pass validation and still be hard to read

12+ hour, 27+ 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…...


dev.to > naw103 > agent-orchestrators-and-agent-coordinators-are-not-the-same-layer-5gek

Agent orchestrators and agent coordinators are not the same layer

12+ hour, 6+ 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…...


hackernoon.com > whose-memory-is-it-building-multi-tenant-multi-tier-memory-for-ai-agents-part-4

Whose Memory Is It? Building Multi-Tenant, Multi-Tier Memory for AI Agents (Part 4)

22+ hour, 28+ 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…...


morningstar.com > news > pr-newswire > 20/26/0914dc46609 > agentic-ai-foundation-launches-mcpa-certification-to-validate-mcp-expertise

Agentic AI Foundation Launches MCPA Certification to Validate MCP Expertise

7+ hour, 59+ 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…...


autogpt.net > truefoundry-vs-openrouter-which-ai-gateway-fits-your-stack

TrueFoundry vs OpenRouter: Which AI Gateway Fits Your Stack?

12+ hour, 16+ 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…...


monad.xyz > blog > writing-secure-code-with-llms

Writing More Secure Code with LLMs: Why "Make No Mistakes" Falls Short

13+ hour, 34+ 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…...


mdpi.com > 2076-16/18/3417 > 9098

Applied Sciences, Vol. 16, Pages 9098: Pairwise Classification as a Unified Framework for Offline Reinforcement Learning and Large-Language-Model Alignment

12+ hour, 35+ min ago   (496+ words) Offline reinforcement learning (offline RL) and large-language-model (LLM) alignment are typically studied as independent domains and each has developed its own pairwise comparison technique. Prior studies have validated pairwise classification exclusively within offline RL, leaving open the question of whether it…...


opensourceforu.com > 2026 > 09 > vector-databases-explained-powering-ai-with-open-source-data-storage

Vector Databases Explained: Powering AI with Open Source Data Storage

1+ week, 2+ day ago   (1717+ words) What do vector databases do? Why did they show up when they did? Which open source ones are worth your time? How do you use them? Here are some answers… It was a fair question. And I realised I’d never…...