HN mkagenius 12d ago

Hey GLM 5.2, build me a hypervisor

GLM 5.2 model evaluation for agent workloads and code execution tasks. User experience report on self-hosted model performance with tool integration.

HN meco 12d ago

Devin Security Swarm

Devin releases Security Swarm, an AI agent orchestration system that analyzes codebases for vulnerabilities using a new Agentic MapReduce architecture with parallel investigation and triage.

HN robin_reala 12d ago

Developers React to AI-Scented Blog Posts

Research explores how developers use LLMs to write technical blog posts and investigates reader reactions to AI-generated content quality.

HN azhenley 12d ago

The test suite was the incident

Post-mortem: AI coding agent created brittle test suite causing 49 CI failures and unexpected costs. Cautionary tale about autonomous agents and test ownership.