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A zero-click RCE flaw in AI coding agents could have exposed enterprise systems
2+ day, 11+ hour ago (728+ words) Researchers at cybersecurity startup AIR found and reported the flaw, which they are calling Plugin4Shell, to the vendors concerned, and most of them have now released a patch for it, the researchers wrote in a blog post on Thursday. It’s “a…...
Stop Whitelisting Port 22: SSH into Private EC2 from GitHub Actions via AWS SSM 🔐
7+ min ago (483+ words) You want a GitHub Actions job to rsync a build onto an EC2 box and restart a service. Simple, right? Then reality shows up: Every one of these is accepted as "just how deploys work." It isn't, anymore. Session Manager flips…...
"10 hours" and "around two weeks" are not the same kind of number
43+ min ago (416+ words) In September 2026, Palo Alto Networks Unit 42 published a case involving an AI-assisted intrusion into an enterprise network. The article includes figures like "less than 10 hours," "more than 50 MITRE ATT&CK techniques," and "around two weeks" for what a human operator…...
I moved the agent topology out of my code and into the database
25+ 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....
Ślad pełny: orkiestra botów, błędy, tokeny i punkt zwrotu (żeby następny system mógł kontynuować)
35+ min ago (1308+ words) Michał · Cos2 (orkiestrator) · Szperacz Luk (researchowiec) · Europe/Amsterdam · 2026-09-19/20 Kończy się tygodniowy limit Usage w Grok Bocie (licznik zużycia rozmów z agentami). Długi czat spala budżet z każdą turą — nawet krótkie „ok” w tłustym wątku kosztuje, bo historia jest wczytywana ponownie. Ten tekst…...
Incident Context: tracing production failures without guessing
34+ 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....
How I Debugged a KV-Cache Offloading Bug in vLLM
34+ 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…...
Field Notes from an Agent-Run Site #1: The Machine Ships. I Approve.
36+ 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....
An AI Coding App Was Silently Uploading Your Entire Git History: Inside the ZCode Incident
1+ hour, 4+ min ago (854+ words) If you use an AI coding assistant, you already accept that it sees the code in your current task. What you probably do not expect is for the app to package your entire repository, including every commit you have ever…...
Your Browser Is Rejecting Every Drop On Purpose
56+ min ago (540+ words) A teammate pings you: the drag-and-drop on the Kanban board doesn't work. You can pick a card up — it goes translucent, follows the cursor, everything looks right — but dropping it on a column does nothing. No error. No red text…...