Tag: agents

All the articles with the tag "agents".

• Agents Shouldn't Grade Their Own Homework

  Published:Jun 9, 2026 |  at 03:00 PM

  GitHub built an impressive stack to validate non-deterministic agents — a prefix-tree graph, dominator analysis, a multimodal LLM. I needed the same thing for Grove's agents and found the hard part didn't exist. The reason is the whole argument for structured trajectories.

• Opus 4.8: The Model Learned to Doubt Itself

  Published:May 31, 2026 |  at 04:00 PM

  First impressions of Claude Opus 4.8 from real work: the honesty upgrade is the real story, the benchmarks are a sideshow, and the one place it still trips is — ironically — knowing when to do one thing at a time.

• The Missing Tier: AI Orchestration for People Who Aren't Enterprises

  Published:May 27, 2026 |  at 03:00 PM

  Every serious AI orchestration platform — LangGraph, Temporal, AgentCore — assumes a platform team. There's a tier of builder underneath with the same problems at a tenth of the scale, and they've been stuck.