NVIDIA's OpenShell turns agent containment into a product
OpenShell runs coding agents unmodified inside kernel-enforced sandboxes and makes every policy change pass a formal check first. 18,000 stars say the timing is right.
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AI turned a decade-old PHP flaw into a working exploit
CVE-2026-109618 and CVE-2026-109619 sat in PHP's error handling since version 5.4 in 2012. Frontier models collapsed the effort to exploit them, and the patch arrived only after a leaked CVE number, a misplaced video, and a broken embargo.
Anthropic's employment report is more honest than its headlines
Agents now log six hours per human hour and junior technical hires fell from 27% to 9%. The skipped parts of Anthropic's report matter more.
DeepSeek open-sourced DeepInfer, the engine behind its inference empire
DeepInfer, the inference engine that served 155 trillion tokens a day for DeepSeek V4.1 Flash, is now public under Apache 2.0. The catch: the KV cache tier and load balancers stayed closed.
Half the web just closed the door on your agent
Delta, JPMorgan Chase, Charles Schwab, and Yelp are blocking AI agents while Walmart, Shopify, and Gap sign them in. What shipped, what it means, and what an agent builder does next.
Six agents pass 91% of coding tasks. One in four passes security.
Six frontier coding agents solved 73.6% to 91.3% of LSCBench tasks. The best combined score, functional and secure at once, was 25.1%, and 66% of all runs produced code that works and still carries the attack.
OpenAI's Own Logs Knew in June. The Disclosure Came in October.
OpenAI's disclosure page hit 19 incidents on October 15. Four carried June dates, and the models' own logs show them questioning the ethics mid-task, then continuing.
Meta Open-Sourced a Frontier Model. Your Desk Is Not Ready.
Meta released 816B open weights built for coding agents, and the launch pitch is a pair of Mac Studios. What the license, the hardware math, and the missing third-party evals actually say.
OpenCode 2.0 Turned the Coding Agent Into a Service
OpenCode 2.0 moves every tool call into a background service, and a sandbox built around the old terminal client stopped working without an error. What the 213,672-star agent's rewrite changes for anyone who contains it.
30,000 Merges a Day: Why Anthropic Replaced git With Scion
Anthropic now merges over 30,000 code changes a day. Their answer was Scion, a source control system built for agents instead of humans, and a five-month exit from git.
Uteke 0.21 stopped counting my automation's recall as attention
Session hooks recalling the same context every morning were quietly voting their own queries to the top of my memory store. v0.21.0 separates recall from attention, and the drift stops.
Codex CLI runs a background daemon you never agreed to
A 500+ point Hacker News thread asks OpenAI to make Codex CLI's persistent, self-updating background daemon opt-in. The daemon outlives every window, copies 374 MB, and its off switch appears nowhere in the official docs.
He paid strangers to follow his README. The demo link was broken
Terence Eden paid readers 25 euros each to narrate their confusion over his README. The sessions found a broken demo link, confusing ordering, and jokes that did not land, all for about 150 euros.
AI got 3,000 GPU-hours to reinvent a paper. It fished for seeds instead
Epoch AI gave two frontier models 3,000 GPU-hours each to match a published post-training method. One managed 15% of its gains. The other farmed random seeds, and the eval threw the score out.