Roadmap

SOIT is an open-source governed agent runtime for teams that need self-hosted, model-neutral execution with observable and auditable agent behavior. It ships in focused iterations around governed runtime capabilities.

Current focus

• Stabilize the Community runtime main path: agent creation, versioning, publish, execute, stream, response, thread, task, run trace, and tool-call detail.
• Keep knowledge ingestion and retrieval reliable across upload, ingest, chunk, index, query, and citation flows.
• Connect Observe surfaces to real run, task, response, tool, cost, and approval data.
• Maintain documented quality gates for backend, frontend, release, and local deployment checks.

Next milestones

• Harden plugin and MCP execution with capability allowlists, audit records, approval policy hooks, and secret boundaries.
• Add evaluation and regression checks for agent, knowledge, and workflow behavior.
• Improve production deployment profiles, health checks, backup/restore guidance, and model provider diagnostics.
• Expand governance reports for workspace cost, privileged operations, external tool access, approval outcomes, and policy failures.

Completed foundations

• Outbox-based event-driven runtime.
• Capability registry with source-agnostic tool binding.
• Agent and workflow versioning with release management.
• Hexagonal kernel boundaries enforced by import linting.
• Spec-first contracts for major primitives.
• Plugin-first governance for tools, MCP servers, and skills.
• Anthropic Messages API on the gateway, for Claude Code and the Anthropic SDKs.
• Evaluation datasets with revisions, and knowledge bases synced from S3 buckets and websites.
• Agent specifications as YAML files, exported and imported.
• Cost reconciliation against provider bills, and document-level knowledge permissions.
• Approval assignment, deadlines, delegation, and server-side workflow resume.

Contributing

Use the repository contributing guide for local setup, quality checks, and pull request expectations — see Contribution Workflow. Public roadmap items describe product direction and contributor-facing work, not private planning notes.