SEA-Forge Project State

Last Updated: 2026-01-22 Version: v0.6.1 Current Branch: dev

Current Implementation Status 🟢

Summary

SEA-Forge is now at ~90% implementation with major milestones reached in E2E testing coverage, code generation, governance infrastructure, developer tooling, and automatic drift remediation. The project has matured from prototype to a functional semantic execution platform with comprehensive epic-level test validation and spec-code alignment tooling.

What Works Today ✅

Core DSL & Compilation Pipeline

✅ SEA DSL Parser - Full grammar parsing via sea CLI (Rust)
✅ AST Normalization - normalize_ast.py for consistent output
✅ IR Generation - ast_to_ir.py produces intermediate representation
✅ Manifest Generation - ir_to_manifest.py creates deployment manifests
✅ Knowledge Graph Export - ir_to_kgs.py generates TTL/RDF

Code Generation (SEA-Forge™)

✅ Manifest-Driven Codegen - gen.py with Jinja2 templates
✅ SDS → Manifest Compiler - sds_to_manifest.py for spec-driven generation
✅ 19 Bounded Contexts with manifests ready for generation:
- architectural-governance, case-management, cognitive-extension, context
- developer-tooling, documentation, federal, finance, governance
- governance-runtime, healthcare, ingest, llm-provider, memory
- query, sea-api, semantic-core
✅ 19 Domain Libraries generated in libs/
✅ 60+ Adapter Implementations across contexts

Services (Operational)

✅ Policy Gateway - OPA + LiteLLM proxy with governance enforcement
✅ Knowledge Graph Service - Oxigraph + SPARQL + SHACL validation
✅ A2A Service - Agent-to-Agent communication with Redis caching
✅ Embedding Service - Vector embeddings via Ollama
✅ LLM Provider - Multi-model routing abstraction

Applications

✅ sea-forge-cli - Rust CLI for DSL operations
✅ sea-mq-worker - NATS message queue consumer (inbox/outbox/DLQ)
✅ domainforge-lsp - Full-featured Language Server (completion, go-to-def, references, code actions)
✅ workbench - React UI with Governance Console
✅ docs-site - React/Vite documentation site (GitHub Pages)

Workbench Governance Console

✅ Metrics summary dashboard
✅ Compliance overview visualization
✅ Gateway health monitoring
✅ Drift Dashboard - System-wide drift detection and remediation UI
✅ Drift Report Cards - Per-node drift visualization with severity badges
✅ Policy list management
✅ Violation browsing

Automatic Drift Remediation (P3.2)

✅ Drift Detector - Hash-based quick detection + deep semantic diff
✅ Drift Analyzer - Pattern classification and suggestion generation
✅ Remediation Engine - Spec updates + regen only (no direct code patches)
✅ PR Creator - GitHub API integration for draft PR creation
✅ CI Integration - drift_check.sh guard script with warn/fail/auto-remediate modes
✅ GitHub Actions - auto_remediate.yml workflow (daily scan + push trigger)
✅ CLI Tool - just drift-scan, just drift-check, just drift-heal, just drift-report
✅ Pre-commit Hook - Drift check on pre-push

Infrastructure

✅ NATS JetStream - Outbox/Inbox messaging pattern
✅ PostgreSQL + pgvector - Persistence and vector storage
✅ Oxigraph - RDF triple store
✅ Redis - Caching layer for A2A
✅ OPA - Policy decision point
✅ OpenTelemetry Collector - OTLP-only observability pipeline
✅ OpenObserve - Unified observability backend (traces, metrics, logs)

Testing

✅ E2E Epic Suites - Comprehensive coverage with 27 test files in tests/e2e
- 12 Handbook epics: Agent Society, Cognitive Architecture, Document Operations, DomainForge, GenAIOps, Installation, Integration, Integration UI, Observability, Project/Case Mgmt, SEA DSL, VibesPro Generator
- 15 Spec epics: Architectural Governance, Cognitive Extension, Context, Developer Tooling, Documentation, Governance, Governance Runtime, Ingest, LLM Provider, Memory, Query, SEA API, Semantic Core, Shared
- (Federal, Finance, Healthcare deferred - domain-specific)

Major Gaps Remaining 🟡

End-to-End User Journeys - Epic-level E2E suites complete
Integration Testing - Full semantic compilation flow integration testing
IDE Integration - Using domainforge-lsp with full feature set (completion, navigation, code actions)
Production Deployment - SEA Cell Architecture with Pulumi (Docker/K3s/Mesh modes)
MCP Integration - domainforge-mcp verified (all tests pass, 6 tools available)
WASM Distribution - Optimized but npm/cargo publishing needs verification
VSCode Extension - Published: marketplace.visualstudio.com/items?itemName=GodSpeedAI.domainforge
Zed Extension - Needs tree-sitter-sea GitHub publish + PR to zed-industries/extensions

Architecture Overview

apps/
├── sea-forge-cli/     # Rust CLI for DSL operations
├── sea-mq-worker/     # NATS message queue worker
├── workbench/         # React governance UI
└── docs-site/         # Documentation site

external/
└── domainforge-lsp/   # Language Server (from domainforge-lsp repo)

libs/                  # 19 bounded contexts
├── semantic-core/     # Core semantic types
├── governance/        # Policy enforcement
├── context/           # Context aggregation
├── documentation/     # Doc generation
└── ...               # 15 more contexts

services/
├── policy-gateway/    # OPA + LiteLLM proxy
├── knowledge-graph/   # Oxigraph + SPARQL
├── a2a/              # Agent-to-Agent
├── embedding/        # Vector embeddings
└── llm-provider/     # Multi-model routing

tools/codegen/        # SEA-Forge generators
├── gen.py            # Main code generator
├── sds_to_manifest.py # Spec compiler
└── templates/        # Jinja2 templates

Deployment Status

Environment	Status	Notes
Local (Docker Compose)	✅ Working	Full stack operational
GitHub Actions CI	✅ Passing	Lint, test, build
GitHub Pages	✅ Deployed	docs-site live
npm	⚠️ Partial	@sea-forge/core published
PyPI	⚠️ Partial	sea-forge CLI available
Crates.io	⚠️ Partial	sea_dsl published
WASM	⚠️ Partial	Built, unpublished

Completion Estimates by Area

Area	Completion	Notes
DSL Parsing & Compilation	95%	Production ready with domainforge-lsp (error handling, completion, navigation).
Code Generation	100%	All 8 adapter patterns (repository, outbox_publisher, inbox_consumer, opa_client, pgvector_store, sparql_client, llm_adapter, flipt_client) fully implemented with zero TODOs.
Governance Runtime	100%	Policy Gateway + OPA operational. Live policy updates (CMD-GR-003) & Audit logging UI (QRY-GR-002) complete.
Knowledge Graph	85%	SPARQL + SHACL working. Missing: Reasoning engine integration.
Messaging	75%	Outbox/Inbox pattern complete. Missing: Federation/Clustering.
Observability	95%	OTLP-only stack with Logfire+OpenObserve complete. Causality tracking via correlation_id/causation_id. Missing: Incident runbooks.
Workbench UI	80%	SDS-054 compliant shell. Dashboard, KG, Governance, Cases, Drift Dashboard implemented. Missing: Auth hardening, Manifest Inspector polish.
IDE Integration	90%	Full LSP via domainforge-lsp. VSCode published. Missing: Zed marketplace.
Testing & E2E	90%	27 epic test suites complete. Missing: Performance & Chaos testing.
Production Infra	100%	SEA Cell Architecture (Pulumi) complete. Helm charts deferred/optional.

Overall Project: ~90% complete

Recent Releases

v0.6.0 (2026-01-16) - SEA Cell Architecture, Unified Observability Stack, E2E Testing Coverage
v0.5.1 (2026-01-14) - Fix broken generated files and pnpm resolution
v0.5.0 (2026-01-14) - Docs site, Governance Console, A2A service
v0.4.0 (2026-01-09) - LSP, Policy Gateway, NATS messaging
v0.3.0 (2026-01-07) - Context-aware documentation, SDS compiler

What You Can Do

For Developers

# Parse SEA DSL
just sea-parse examples/simple.sea

# Generate code from manifest
just codegen semantic-core

# Run governance check
just policy-check

# Scan for spec-code drift
just drift-scan

# Auto-remediate fixable drift
just drift-heal

# Start local stack
just ai-stack-up

For Architects

Define bounded contexts in SEA DSL
Generate full CQRS implementations
Enforce policies via OPA
Query knowledge graph via SPARQL

For Operations

Deploy via Docker Compose
Monitor via OpenObserve (traces, metrics, logs)
Validate observability: curl http://localhost:5080
Manage secrets via SOPS

Next Priority Items

WASM Distribution - Verify npm/cargo publishing
IDE Extensions - Package LSP for Zed/VSCode
K8s Manifests - Production deployment
MCP Tools - Complete tool wiring
Documentation - User guides and tutorials