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Standards & Specifications

Standards & Specifications

Separation of Duties: See Separation of Duties - Standards documentation is responsible for documenting standards. It does NOT own agent manifests, execution, or infrastructure configuration.

The LLM Ecosystem is built on industry standards and open specifications.


Core Standards

OSSA (Open Standard for Scalable AI Agents)

The OpenAPI for AI Agents

External Links:


OpenAPI Standards

API-First Development


Code Standards

By Language

Tools & Enforcement

  • ESLint/Prettier (TypeScript)
  • Black/Ruff/MyPy (Python)
  • PHPCS/PHPStan (Drupal)
  • yamllint (YAML)

Development Standards


Technology Selection Standards

  • BAT Decision Matrix - Best Available Technology selection framework
    • LLM provider selection (Claude, GPT-4, Gemini, Llama)
    • Agent framework selection (OSSA, kAgent, LangGraph)
    • Infrastructure selection (Vast.ai, NAS, Cloudflare)
    • Database selection (PostgreSQL, Qdrant, Redis)
    • Observability selection (GitLab, OpenTelemetry, Prometheus)
  • MOE Metrics - Effectiveness tracking

Package Standards


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