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Roadmap

Current Status

SynthOrg is in active development at v0.6.x. The core subsystems are built, tested (13,000+ unit tests, 80%+ coverage), and integrated through a REST + WebSocket API, React 19 dashboard, and Go CLI.

What works today:

  • Agent engine with ReAct, Plan-and-Execute, Hybrid execution loops, crash recovery, and task decomposition
  • Budget & cost management with per-agent limits, auto-downgrade, spending reports, and anomaly detection
  • Security with fail-closed rule engine, 4 autonomy tiers, progressive trust, output scanning, and audit logging
  • Memory with hybrid retrieval (dense + BM25 sparse), tool-based injection, procedural memory auto-generation from failures, and consolidation
  • Communication with message bus, delegation, conflict resolution, and meeting protocols
  • Workflow engine with Kanban, Agile sprints, ceremony scheduling (8 strategies), visual workflow editor, and workflow execution from graph definitions
  • Web dashboard (React 19 + shadcn/ui) with org chart, task board, agent detail, budget tracking, provider management, workflow editor, ceremony policy settings, and setup wizard
  • CLI (Go) with init, start, stop, doctor, config, wipe, cleanup, and cosign/SLSA verification
  • Docker deployment with Chainguard distroless images, Trivy + Grype scanning, and cosign signatures
  • Multi-user access with JWT auth, session management, and concurrent access handling
  • Local model management for Ollama and LM Studio (browse, pull, delete, configure launch parameters)

What's not there yet:

  • End-to-end production runs -- subsystems are integrated but the full autonomous loop (agents receiving work, executing, producing artifacts, iterating) has not been validated as a cohesive product
  • PostgreSQL persistence -- SQLite only (planned for v0.8)
  • Distributed backends -- message bus, task queue, and persistence are local-process only (planned for v0.8)
  • Tool ecosystem -- built-in tools cover file system, git, sandbox, and MCP bridge; web, database, terminal, and other tool categories are planned for v0.7

What's Next

All work is tracked on the GitHub issue tracker with version labels (v0.6, v0.6.2, etc.).

v0.6 (current) -- Workflows, Memory, Providers

  • Capability-aware prompt profiles for model tier adaptation
  • Workflow execution lifecycle (COMPLETED/FAILED transitions)
  • Workflow editor improvements (list page, YAML import, conditionals, minimap, copy/paste)
  • Procedural memory auto-generation from agent failures
  • Quality scoring Layers 2+3 (LLM judge + human override)
  • Fine-tuning pipeline for embedding models
  • Memory consolidation upgrades (LLM Merge, Search-and-Ask)
  • Coordination metrics pipeline
  • Automated reporting system

v0.7 -- Tools, Security, Research

  • Sandbox security improvements (auth proxy, gVisor, Chainguard packages)
  • Core tool categories (web, database, terminal/shell)
  • Advanced memory research (GraphRAG, consistency protocols, RL consolidation)
  • Safety classifier for approval gates
  • Hallucination detection
  • Plugin system, benchmarking suite, A2A protocol compatibility

v0.8 -- Production Hardening

  • PostgreSQL persistence backend
  • Distributed message bus and task queue
  • Dynamic company scaling
  • Multi-project support

See Future Vision for the longer-term direction and Open Questions for unresolved design decisions.