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@github-actions github-actions released this 13 Jul 02:17
33da62e

Theme: embedded lifecycle memory for Python and LangChain agents.

  • Added SCM, the URL-free Python runtime backed by isolated per-user engines.
  • Added LangChain 1.x middleware and create_scm_agent with automatic recall,
    durable message capture, bounded wake context, and exactly five tools.
  • Added lifecycle snapshot v2 with atomic local persistence, optional
    encryption, corruption recovery, idempotency, and PostgreSQL coordination.
  • Added per-user export, import, hard deletion, process locks, and sleep leases.
  • Kept REST, MCP, SCMEngine, and the JavaScript REST client compatible as
    advanced and remote surfaces.

Verification

  • Embedded direct API and LangChain tests run without an SCM server or URL.
  • Local recovery and real PostgreSQL multi-process tests cover lifecycle state,
    concurrent writes, and exclusive sleep leases.
  • The published paper and reproducibility manifest are linked through DOI
    10.5281/zenodo.21323877.