PRD-004: SEA™ Forge Delivery Pipeline
Type
Product Requirement Document - Platform / Functional
Priority
Critical
Status
Proposed
Purpose
The SEA™ Forge Delivery Pipeline provides a spec-to-generation compilation system that transforms authoritative specifications into deterministic, governed software artifacts without agents writing product code.
Its purpose is to:
- Eliminate semantic drift
- Enforce architectural invariants
- Enable parallel, agent-assisted delivery
- Ensure all production code is generated from canonical models
1. Problem Statement
Modern agentic development systems:
- Allow agents to patch code directly
- Obscure intent behind diffs
- Introduce silent architectural drift
- Do not scale governance or auditability
SEA™ Forge requires a pipeline where:
- Intent is explicit
- Meaning is canonical
- Structure is declared
- Code is reproducible
2. Goals & Non-Goals
Goals
- Compile Specs → SEA™ DSL → AST → Manifest → Generator Inputs → Code
- Enforce no-agent-writes-code invariant
- Support wave-based, parallel TDD cycles
- Enable deterministic regeneration
- Integrate Nx generators and bespoke generators
- Support CI drift detection
Non-Goals
- Handwritten application logic
- Runtime agent autonomy
- Ad-hoc code patching
- Direct agent interaction with product source files
3. Users & Stakeholders
| Role |
Needs |
| Architect |
Semantic correctness, architectural enforcement |
| Developer |
Fast iteration, parallel cycles, reproducibility |
| Platform Engineer |
Deterministic builds, CI enforcement |
| AI Agents |
Clear contracts, bounded authority |
| Auditors |
Traceability from spec → code |
4. Functional Requirements
FR-1: Specification Ingestion
- Accept ADR, PRD, SDS as immutable inputs
- Treat specs as authoritative intent
FR-2: Delivery Plan Generation
- Compile specs into structured plans:
- Waves
- TDD cycles
- Dependency graph
- Branch strategy
- Persist plans as artifacts
FR-3: Semantic Compilation
- Translate specs into SEA™ DSL
- Validate against:
- Semantic Core
- SEA™ DSL policies
- CALM constraints
- Emit AST
Acceptance Criteria:
- Invalid semantics block downstream stages
- Semantic diffs are machine-generated
FR-4: Manifest Generation
- Map AST → Manifest
- Manifest MUST declare:
- Architectural style (e.g., hexagonal)
- Bounded context
- Domain references
- Generator bindings
- Compile Manifest → Nx generator inputs or bespoke generator schemas
- Support multiple generator targets per manifest
FR-6: Code Generation
- Execute generators deterministically
- Generated code MUST be reproducible
- Generated directories are read-only
FR-7: Validation & CI Gates
Mandatory gates:
- Semantic validation
- Manifest schema validation
- Generator execution
- Test execution
- Drift detection (regen == committed)
FR-8: Parallel Execution Model
- One git branch per TDD cycle
- Parallel execution allowed when dependencies permit
- Merge gated on upstream artifact consistency
- Findings must be resolved by:
- DSL updates
- Manifest updates
- Generator fixes
- Patching generated code is prohibited
FR-10: Special-Case Overrides
- Allow manual code only for:
- Generator implementation
- Platform glue
- Emergency hotfix
- Require override record + backfill task
5. Non-Functional Requirements
| Category |
Requirement |
| Determinism |
Regeneration produces identical output |
| Traceability |
Full lineage from ADR → code |
| Governance |
Compile-time enforcement |
| Scalability |
Parallel agent cycles |
| Security |
No agent write access to product code |
| CI |
Drift detection mandatory |
6. Success Metrics
- % of changes driven by DSL/manifests
- Zero direct patches to generated code
- CI drift violations caught pre-merge
- Reduced merge conflicts in parallel cycles
7. Risks & Mitigations
| Risk |
Mitigation |
| Generator bugs |
Generator-level TDD |
| Artifact sprawl |
Retention + summarization |
| Initial friction |
Strong tooling + templates |
8. Out of Scope
- Runtime AI autonomy
- Manual domain logic authoring
- Non-deterministic generation
9. Dependencies
| Dependency |
Type |
Description |
| ADR-012 |
ADR |
Core decision on delivery pipeline architecture |
| ADR-004 |
ADR |
Semantic Core and DSL formalization |
| ADR-005 |
ADR |
CALM governance integration |
| ADR-007 |
ADR |
Cognitive Extension Layer definition |
| REF-011 |
Reference |
Manifest schema specification |