Features that make AI usable.
Calypso is an orchestration layer that turns goals into safe execution and reviewable artifacts. It’s built for teams that want real outcomes — not just chat transcripts.
Core capabilities
The loop: define → plan → execute → review.
Objective → plan
Structured plans with explicit steps and acceptance checks.
- Clear step-by-step execution
- Acceptance criteria per step
- Guardrails against scope drift
Tool-backed execution
Real actions via a controlled tool layer — not just text.
- Code changes + patches
- Shell and API actions (guarded)
- Deterministic artifacts per run
Artifacts you can review
Every run produces output that’s easy to audit and ship.
- Patch + summary
- Logs and traceability
- Repeatable workflows
Safety by design
Fast execution without losing control.
Approvals + guardrails
Gate risky actions behind explicit checks so you can trust automation in production workflows.
- Layered enforcement (plan/validation/approval)
- Human-in-the-loop when it matters
- Clear failure modes + rollback mindset
Audit trail
Know what happened, why it happened, and what it changed.
- Run history and logs
- Deterministic outputs
- Ops controls (admins only)
Built for teams
Start simple. Add policy and ops as you scale.
Provider flexibility
Bring your own keys and switch providers as needed.
- BYO keys (v0)
- Multiple provider support
- Config visibility in settings
Workflows + plugins
Evolve from single runs to repeatable automation.
- Workflow building blocks
- Extendable runtime
- Composable agent patterns
Ops control plane
Manage users and runs when you’re serving customers.
- Admin user management
- Run visibility and kill-switches
- System status endpoints
Ready to see it work in your repo?
Log in to the console, connect a provider, and ship your first patch.