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vstack 0.47.0

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@github-actions github-actions released this 23 Jun 12:50
v0.47.0
f95845e

vstack 0.47.0

Organizational behavior, practiced on AI agents. vstack is a curated library
of 34 diagnostic patterns drawn from organizational behavior, social psychology,
and group dynamics — each rewritten for the domain of AI agents rather than
human teams.

Install

pip install valanistack==0.47.0

Optional extras: [anthropic], [openai], [ollama], [mcp], [api],
[browser], [langchain], [langgraph], [crewai], [llamaindex],
[pydantic-ai], [adapters], [all].

Docker:

docker pull ghcr.io/valani9/vstack:0.47.0

What changed in this release

Citability + positioning: a JOSS software-paper draft and a "why vstack"
comparison.

Added

  • JOSS paper draft — paper/paper.md (+ paper/paper.bib), a Journal
    of Open Source Software submission draft with a Summary and Statement of
    Need, grounded in vstack's real OB citations (Lewin, Edmondson, Lencioni,
    Tversky & Kahneman, Staw, Latané et al., and others). The ORCID is a
    placeholder flagged for the author to fill before submission.
  • "vstack vs. eval/observability" comparison table in the README,
    clarifying that vstack answers why a run failed and what the fix is —
    complementary to eval (pass/fail) and observability (telemetry).
  • "Citing vstack" README section pointing at CITATIONS.md,
    CITATION.cff, and the paper.

Changed

  • CITATION.cff brought current: version 0.7.0 → 0.47.0, "12 invocation
    surfaces" → 13, and the adapter list updated to all ten frameworks.

Compatibility

  • Documentation/metadata only — no code or API changes. All tests pass.

Verify the install

vstack-doctor          # 25+ install checks
vstack-hello           # 30-second end-to-end demo

Resources

Assets 4
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