Agent context management 2

AI-native memory platform for stateful agents and continual context Honcho is an AI-native memory platform for building stateful AI agents. It stores and indexes messages, continuously reasons about interactions through its Neuromancer models, and returns curated context through a simple context() method. Honcho helps agents maintain continuity, understand user preferences, reduce unnecessary token usage, and support advanced reasoning across users, agents, NPCs, groups, and other entities. It supports model-agnostic integrations, unlimited retrieval, token budgets, peer scoping, background dreaming, and on-demand reasoning.

Local desktop tool for monitoring and improving coding agents Blume is a desktop sidecar for monitoring and improving coding agent sessions locally. It works with Claude Code, Codex, Cursor, and other supported coding harnesses to show agent activity, track hidden rules and configuration files, monitor usage, and identify repeated corrections or workflows. Blume suggests updates such as new rules, skills, and verification steps, allowing users to preview, approve, dismiss, or save proposed changes.