Top signals · Oct 13, 2026 · Updated Oct 13, 21:04 UTC

langchain.com · 2026-10-13 · Ranked: agent + eval match · practitioner analysis · fresh 0.95 · score 2.43

Open Models have crossed a threshold

Open models like GLM-5 and MiniMax M2.7 now match closed frontier models on core agent tasks — file operations, tool use, and instruction following — at a fraction of the cost and latency. Here's what our evals show a... Context & related coverage →

simonwillison.net · 2026-10-13 · Ranked: agentic match · practitioner analysis · fresh 0.93 · score 2.05

Quoting Geoffrey Huntley

If the agent isn't using my diagnostics library, I could introspect and update AGENTS.md, but there's still a delta, and it'll drift. Instead, I write a pre-commit hook that checks the git diff for direct calls to obs... Context & related coverage →

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