boshu2__agentops/docs/releases/2026-04-14-v2.37.0-notes.md

Highlights

This release pushes AgentOps further toward a repo-native knowledge workspace. With Karpathy's LLM-wiki getting attention, it's clearer that AgentOps was already converging on a similar shape. This release takes some of the pieces he executed better, especially index-first wiki navigation and knowledge ergonomics, and integrates them into the existing .agents workflow.

At the same time, AgentOps now has a real Windows install path, a first-class ao compile command, and a local LLM pipeline that can turn session transcripts into reviewable wiki pages. Dream and evolve also connect more tightly, so overnight knowledge passes can feed the daytime improvement loop instead of living beside it.

What's New

• Windows is a real target — PowerShell install plus blocking native Windows smoke coverage.
• Knowledge compilation is a CLI command — ao compile moves the compiler out of skill-only territory.
• Transcript-to-wiki pipeline — ao forge can redact, summarize, review, and store local LLM session pages in a browsable .agents wiki.
• Dream feeds evolve — ao evolve --dream-first and --dream-only let knowledge passes run before or instead of code cycles.
• Stronger planning and retrieval guardrails — beads audit and cluster surfaces, retrieval evaluation fixtures, and a CI ratchet make stale or weak retrieval behavior easier to catch.

All Changes

Added

• Windows installer and native Windows smoke validation for install, doctor, and overnight-sensitive paths
• ao compile command with docs and tests
• Local LLM forge pipeline with redaction, structural review, and Dream integration
• .agents wiki scaffolding with INDEX, LOG, and searchable wiki directories
• New beads audit and clustering helpers, status quality signals, and retrieval quality ratchets

Changed

• Dream can now run as a knowledge-first sub-cycle inside evolve
• Search and injection rank knowledge more intelligently using content dedup, index boosts, and stability weighting
• Public docs and workflow guidance now line up better with the current operational-layer and context-compiler story

Fixed

• Windows overnight liveness detection
• Release retag safety and audit artifact validation
• Post-mortem closure audit handling for evidence-only and path-heavy cases
• Several Codex and RPI reliability edge cases around lifecycle restarts, JSON writes, proof paths, and bridge validation

Full changelog