Large Language Models & GenAI

Model releases, benchmarks, safety, prompts, and new use cases.

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Latest in Large Language Models & GenAI


dev.to > islomkhon_nizomkhonov_a33 > i-moved-the-agent-topology-out-of-my-code-and-into-the-database-1bel

I moved the agent topology out of my code and into the database

11+ min ago   (300+ words) The brief is always some version of "the agent should answer customer questions about their... Tagged with ai, opensource, python, llm....


dev.to > anilloutombam > incident-context-tracing-production-failures-without-guessing-5b6i

Incident Context: tracing production failures without guessing

20+ min ago   (200+ words) This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content.... Tagged with devchallenge, sanitychallenge, sanity, ai....


dev.to > debasish87 > how-i-debugged-a-kv-cache-offloading-bug-in-vllm-52lj

How I Debugged a KV-Cache Offloading Bug in vLLM

20+ min ago   (370+ words) LLM inference performance is often limited by GPU memory rather than raw compute. One of the problems I worked on in vLLM involved KV-cache offloading for models using mixed KV-cache groups. The failure was subtle: the existing logic assumed a…...


dev.to > mrsaynothing > field-notes-from-an-agent-run-site-1-the-machine-ships-i-approve-46ng

Field Notes from an Agent-Run Site #1: The Machine Ships. I Approve.

22+ min ago   (152+ words) Nineteen posts in nineteen days, deploys that never miss, and a human who only approves. First dispatch from a site run by agents — readers debate, and pick what #2 covers. Tagged with discuss, ai, devops, automation....


note.com > hacklog_stealth > n > n14d2196b2dfe

I compared my own automation to Anthropic's '26% AI-led' figure and got 28.5%. However, if you count loosely, you can inflate it to 91.2%.｜Hack-Log

1+ day, 11+ hour ago   (739+ words) Anthropic has released a figure as an internal snapshot as of August 2026, stating that “26% of the work to build Claude is led by Claude itself.” Seven months ago, in February 2026, it was less than 1%. At the same time, they state…...


cryptobriefing.com > alphabet-meta-ai-agents-cc-muse

Alphabet and Meta launch competing AI agents CC and Muse

44+ min ago   (364+ words) Google's family-friendly Creative Collective upgrade and Meta's autonomous Muse assistant signal that the consumer AI agent race is officially on Google / Wikimedia Commons (Public domain) Two of the most valuable companies on the planet just launched consumer AI agents within…...


dev.to > webofmike > a-waf-that-reads-the-prompt-owasp-crs-for-llm-and-mcp-1enm

A WAF That Reads the Prompt: OWASP CRS for LLM and MCP

1+ hour, 8+ min ago   (1042+ words) Originally published at webofmike.com on 2026-09-20. The demo repo and every command in it were run before publishing. A conventional web application firewall reads a URL, some headers, and maybe a form body. For agent traffic that is the wrong…...


dev.to > webofmike > i-benchmarked-jev-on-agent-tool-call-risk-calibration-held-49i3

I Benchmarked Jev on Agent Tool-Call Risk. Calibration Held.

1+ hour, 8+ min ago   (805+ words) Originally published at webofmike.com on 2026-09-19. The demo repo and every command in it were run before publishing. TypeSafe AI launched Jev on 2026-09-15 with the usual launch-day multipliers — 193.6x faster, 444.6x cheaper than frontier LLMs — plus "zero hallucinations" and calibrated confidence. The…...


dev.to > corstiaan84 > drop-in-django-app-to-serve-a-decent-llm-ready-documentation-site-3p3o

Drop-in Django app to serve a decent LLM-ready documentation site

1+ hour, 31+ min ago   (168+ words) So I took a small side quest from the larger project and built a decent docs engine for Django, called mdjango. Some notable features: Markdown based. Point it at a directory of.md files and mdjango handles the rest. Sensible…...


note.com > yuri_35880 > n > n3b637b5f3306

5 Instructions Every ChatGPT Beginner Should Learn First | With Copy-Paste Examples｜yukari

1+ day, 10+ hour ago   (68+ words) When I first started using ChatGPT, at the beginning, I thought, "This is incredibly convenient!" It could think of sentences for me. It could plan my meals. It could even create Instagram posts. "Could it be that it can do…...