Show Calypso the goal. Get back work your team can actually ship.
Calypso turns product asks, bug reports, repo questions, and operational tasks into governed execution with plans, diffs, validation, and traceable run history.
Example workflow
Fix a failing checkout flow and return a safe patch
Calypso can inspect repo context, trace the failure, prepare a patch, run checks, and leave behind a reviewable delivery record.
Goal: Repair checkout auth redirect in staging Context: repo scan + logs + objective memory 1) Build plan + task graph 2) Inspect code and runtime clues 3) Generate patch and diff 4) Run validation checks 5) Return artifact + audit trail
What teams use Calypso for
Product delivery, debugging, DevOps, and governed automation.
Ship product changes
Turn a feature request into a scoped plan, code patch, and validation run.
- Generate implementation steps from a goal
- Create diffs and reviewable artifacts
- Run tests, lint, and build checks before handoff
Debug and repair failures
Investigate bugs, CI failures, or broken flows with traceable execution.
- Inspect logs, repo context, and runtime state
- Propose and apply targeted fixes
- Retry with repair loops when validation fails
Run DevOps workflows
Use Calypso for deployment, incident, infrastructure, and operational tasks.
- Execute guarded shell and API actions
- Track run history and approvals
- Keep deployment and rollback context visible
Coordinate technical work
Manage objectives, plans, approvals, and delivery traces in one workspace.
- Persist objectives and next steps
- Track attempts, timelines, and outcomes
- Keep humans in the loop on risky actions
Operate from the surface that fits the job
Calypso is not limited to one UI pattern or one agent wrapper.
Chat control plane
Drive planning and execution through the dashboard assistant.
- Ask for repo analysis, fixes, or status
- Issue commands and review outcomes in one thread
- Keep runs connected to objectives and memory
Voice assistant
Operate Calypso hands-free with speech-to-text, TTS, and event-driven feedback.
- Voice commands with fallback routing
- Readable milestones and spoken acknowledgements
- Useful for walkthroughs, support, and live ops
Dashboard workspace
Use the visual workspace for tasks, diffs, timelines, settings, and live state.
- Execution graph, logs, and run history
- Settings, usage, analytics, and ZORA views
- Review patches and operational state together
MCP and CLI
Integrate Calypso into toolchains, wrappers, and external agent workflows.
- MCP tools, resources, and gateway access
- CLI automation and wrappers
- Fits existing engineering environments
The full platform
Planning, runtime, repo intelligence, memory, integrations, and ops.
Planning and governance
ZORA turns execution into a governed workflow instead of an unbounded chat loop.
- Layered planning and approval gates
- Validation rules before execution
- Human review on risky transitions
Repo intelligence
Calypso builds context from the codebase before it suggests or applies changes.
- Repository scans and summaries
- Dependency and codebase mapping
- Context-aware planning for real projects
Patch and validation pipeline
Generate structured file operations, diffs, and acceptance checks as a single run.
- Patch planning and safe file ops
- Unified diffs and review artifacts
- Tests, build, and lint validation hooks
Memory and context
Projects keep objectives, notes, decisions, and run context across sessions.
- Project and global memory stores
- Persisted facts, decisions, and summaries
- Better continuity across runs and teams
Runtime and streaming
Evented execution makes progress visible while a run is still happening.
- Event bus and progress streams
- Concurrent objectives and task graphs
- Worker and scheduler visibility
Integrations and delivery
Connect Calypso to code hosting, CI, and deployment flows instead of stopping at analysis.
- GitHub clone, branch, commit, and PR support
- CI inspection and repair loops
- Deployment-oriented execution targets
The Calypso execution loop
From objective to artifact with visible checkpoints.
Define the objective
Start from a product request, bug, repo question, or operational task.
Plan with constraints
Turn the ask into explicit steps, checks, and gated execution paths.
Execute with tools
Run code, shell, API, and workflow actions through controlled runtime hooks.
Validate and repair
Check results, retry when appropriate, and stop when approvals are required.
Review and ship
Return a patch, report, or trace that a team can review, merge, and learn from.
What every run gives your team
Concrete output instead of a disappearing chat thread.
Plan and task graph
Explicit steps, dependencies, acceptance checks, and objective status.
Diff or artifact
Patch output, summaries, and other reviewable artifacts instead of loose text.
Validation evidence
Tests, build, lint, and other checks tied directly to the run that produced them.
Timeline and audit trail
A record of what happened, what changed, and why it was allowed to proceed.
Use Calypso for engineering work, not just chat.
Connect your provider, create an objective, and run product, debugging, or operational workflows through one governed system.