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Changelog — AI Product Deployment Specification (AIPDS)

This document records the history of changes to the AIPDS specification.
Each version is tagged, dated, and described with key updates.


Version 0.1 (Draft) — 2025-09-21

  • Initial release of AIPDS structure.
  • Added overview of deployment specification.
  • Defined Deployment Targets (cloud, on-prem, edge, hybrid, agent runtime).
  • Specified Packaging & Interfaces (API, container, SDK, model package).
  • Introduced Inference, Serving & Scaling requirements.
  • Documented Monitoring & Observability signals.
  • Added Retraining & Continuous Learning lifecycle requirements.
  • Defined Security & Access Controls (auth, entitlements, quotas, abuse detection).
  • Added Governance & Compliance alignment (risk classification, policies, ethical safeguards).
  • Introduced Economic & Resource Model (compute, cost, sustainability).
  • Defined Integration & Composability for workflows and ecosystems.
  • Established Versioning & Lifecycle states (Experimental → Retired).
  • Added Reference Templates for LLMs, vision models, and agents.
  • Created Examples to illustrate AIPDS in practice.
  • Published Glossary of deployment-specific terms.

Planned for Version 0.2

  • Add extension mechanisms for domain-specific deployment needs.
  • Introduce compliance mapping tables (AI Act, NIST AI RMF, ISO/IEC 42001).
  • Expand templates to cover multi-agent ecosystems and generative design tools.
  • Provide machine-readable bindings (JSON Schema, SHACL).

Versioning Notes

  • AIPDS follows semantic versioning:
    • Major → structural or backward-incompatible changes.
    • Minor → new fields, sections, or clarifications.
    • Patch → corrections, editorial fixes, or metadata updates.