LLM Hacker News Jun 30, 2026 1 min read
The HN debate centered less on the marker itself than on hiding environment classification inside system context.
LLM Hacker News Apr 29, 2026 2 min read
HN latched onto the money leak before the bug itself. A report that Claude Managed Agents append a malware reminder to every file read, then sometimes refuse to edit code anyway, turned into a broader argument about opaque token spend and whether agent harnesses deserve more scrutiny.
LLM X/Twitter Mar 8, 2026 1 min read
OpenAI Developers has updated its GPT-5.4 API prompting guide. The new guidance focuses on tool use, structured outputs, verification loops, and long-running workflows for production-grade agents.