Orientation and mental model for the Cairn runtime: the canonical working tree, the four runtime layers (code providers, repository snapshots, bubblewrap execution, orchestration), the data layout, the agent lifecycle state machine, and the canonical docs.…
Bullish-Design/cairn
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Operating a Cairn deployment from the command line: starting the daemon (cairn up) or running inline (cairn run), submitting work (spawn/queue), the review flow (list-agents, status, accept with staleness checks, reject, undo, logs), the Unix-socket transport…
Extending Cairn with pluggable code sources: the CodeProvider protocol, the built-in file and inline providers, plugin entry-point registration under the cairn.providers group, the provider context dict, and validation semantics. Use when adding a custom code…
Contributing to the Cairn codebase itself: the devenv development gate (devenv test), test layout and conventions, the SPEC.md source-of-truth rule, coding conventions, the security model, performance targets, and common pitfalls when modifying src/cairn,…
Embedding Cairn as a library: open_workspace and WorkspaceManager (WAL/MVCC, readonly, busy_timeout, max_content_bytes), WorkspaceInspector and WorkspaceStats, AgentStateManager (namespaced KV with typed models and atomic counters), TaskQueue, retry…
How to write Python task scripts that run inside Cairn's bubblewrap sandbox: the nine injected sandbox helpers (read_file, write_file, list_dir, file_exists, delete_file, search_files, search_content, submit_result, log), path rules, resource limits, the…