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v3.0.0 — AI Engineering Operating System and Ecosystem GA

Purpose: Feature specification for Unified AI Engineering Operating System. Audience: product, architecture, engineering, security, operations, documentation, release, and AI coding agents Owner: Forgevena Architecture and Ecosystem Maintainers Roadmap authority: docs/strategy/FORGEVENA_VERSIONED_PRODUCT_ROADMAP.md#v300--ai-engineering-operating-system-and-ecosystem-ga Lifecycle: planned Review: before implementation and at every lifecycle promotion

Identity

  • Feature ID: unified-ai-engineering-os
  • Classification: committed
  • Owner: Forgevena Architecture and Ecosystem Maintainers

Purpose and Problem

Present local projects, capabilities, workflows, policies, evidence, registries, organizations, and ecosystem operations through one governed platform.

Business and Developer Value

Engineering teams move from idea to production with consistent trust, portability, and recovery.

Architecture

Core retains local authority while optional registry, hub, federation, and control-plane services communicate through versioned, policy-controlled contracts.

Dependencies

  • v2.7 trust network
  • v2.0 control plane
  • v1.10 local enterprise GA

Configuration and User Flow

Configuration is schema-validated, secret-reference-only, previewable, exportable without secrets, and governed by scope. The user flow is inspect, preview, validate, approve, apply, verify, and roll back.

CLI, Dashboard, and API Flow

CLI, dashboard, SDK, and API surfaces call the same domain service. Structured responses include operation ID, status, warnings, planned changes, policy result, and evidence references. No interface may bypass consent or policy.

Security, Privacy, and Reliability

Permissions, data classes, trust roots, external effects, timeouts, retries, cancellation, audit, recovery, and rollback are explicit. Prompts, responses, tokens, credentials, and unapproved source content are excluded from logs and diagnostics.

Testing and Acceptance

  • Local-only mode is complete.
  • Major migration is previewable and reversible.
  • Independent enterprise reviews pass.

Performance Targets

The feature must publish an approved baseline, remain within the platform's 20% regression budget, and define tighter latency, throughput, resource, and cost targets before preview.

Migration and Documentation

Migration is preview-first, versioned, reversible, and compatible with the previous two stable releases where applicable. CLI help, schemas, examples, troubleshooting, operations, security, and migration guidance ship with implementation.

Risks

  • System complexity.
  • Governance or service boundaries may blur.

Future Expansion

Expansion remains in the Evidence Funnel and requires a new feature ID or approved scope change; it cannot be inferred from this specification.