Reference implementation for the Phoenix Architecture. Work in progress.
aicoding.leaflet.pub/
ai
coding
crazy
Phoenix VCS — System Architecture#
Overview#
Phoenix is a causal compiler for intent. It transforms spec documents through a deterministic pipeline into generated code, with full provenance tracking and selective invalidation.
System Layers#
┌─────────────────────────────────────────────────┐
│ CLI / Bot Interface │
├─────────────────────────────────────────────────┤
│ Policy & Evidence Engine │
├─────────────────────────────────────────────────┤
│ Regeneration Engine │
├─────────────────────────────────────────────────┤
│ Implementation Graph (IU Manager) │
├─────────────────────────────────────────────────┤
│ Canonicalization Pipeline │
├─────────────────────────────────────────────────┤
│ Spec Ingestion (Clause Extraction) │
├─────────────────────────────────────────────────┤
│ Content-Addressed Store │
│ (Graph DB + Blob Storage) │
└─────────────────────────────────────────────────┘
Five Core Graphs#
- Spec Graph — Clauses extracted from spec documents
- Canonical Graph — Requirements, Constraints, Invariants, Definitions
- Implementation Graph — Implementation Units (IUs) with contracts & boundaries
- Evidence Graph — Tests, analysis results, reviews bound to nodes
- Provenance Graph — All transformation edges connecting the above
Content Addressing#
All nodes use content-based IDs:
clause:{sha256(normalized_text + source_doc_id + section_path)}canon:{sha256(canonical_statement + type + linked_clauses)}iu:{sha256(kind + contract + boundary_policy)}
Directory Structure#
.phoenix/ # Phoenix metadata root
store/ # Content-addressed store
objects/ # All graph nodes (JSON)
refs/ # Named references
graphs/
spec.json # Spec graph index
canonical.json # Canonical graph index
implementation.json # IU graph index
evidence.json # Evidence graph index
provenance.json # Provenance edges
manifests/
generated_manifest.json # Generated file hashes
state.json # System state (BOOTSTRAP_COLD, WARMING, STEADY_STATE)
config.json # Pipeline configuration
Build Phases#
| Phase | Components | Dependencies |
|---|---|---|
| A | Clause extraction, clause_semhash | None |
| B | Canonicalization, warm hashing, classifier | A |
| C1 | IU module-level, regen, manifest | B |
| C2 | Boundary validator, UnitBoundaryChange | C1 |
| D | Evidence, policy, cascade | C2 |
| E | Shadow pipeline, compaction | D |
| F | Freeq bots | All |