Reference implementation for the Phoenix Architecture. Work in progress. aicoding.leaflet.pub/
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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#

  1. Spec Graph — Clauses extracted from spec documents
  2. Canonical Graph — Requirements, Constraints, Invariants, Definitions
  3. Implementation Graph — Implementation Units (IUs) with contracts & boundaries
  4. Evidence Graph — Tests, analysis results, reviews bound to nodes
  5. 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