Design
Describe the outcome. AI Studio compiles an intent brief into a workflow you can read, with every tool, credential and approval named before anything runs.
Janusly designs workflows with you, runs them on a durable queue, and when a step breaks it clusters the failures, replays them and shows you the evidence. One Go binary, on your infrastructure.
Docker image or a single binary. PostgreSQL 18. No control plane to rent.

Design, run, recover and operate live in the same runtime, so a failure on Tuesday is a workflow change on Wednesday, with the evidence attached.
Describe the outcome. AI Studio compiles an intent brief into a workflow you can read, with every tool, credential and approval named before anything runs.
Every step is a row in your PostgreSQL. Idempotent starts, bounded workers, LISTEN/NOTIFY wake-ups and polling as the fallback, so nothing depends on a broker you have to babysit.
Failures are clustered by cause. Replay one, run a campaign over the cluster, or let auto-healing propose a fix that is validated on one sample first, with external writes suppressed. Recovery contracts carry fixtures that must pass before a rollout.
AI spend budgets per workflow, alert policies, a circuit breaker that pauses every entry point until you resume, public status pages, and metrics and traces out of the box.
Three surfaces, one runtime, no diagrams: each card below is what the operator actually clicks.
Proposed from the cluster's evidence. Runs against one failed sample first; the rest replay only after it passes and you approve.
- retries: 0 + retries: 3, backoff: exponential
Prometheus scrape on :9464, traces to your OpenTelemetry collector, alert policies to Slack, email or a webhook.
Sample values; screenshots per surface land before launch.
Integration platforms are fast to start; workflow engines are durable; Janusly is the operator on top: durable, self-hosted, and built around recovery.
| Capability | Janusly | Hosted iPaaS | Low-code automation | Workflow engine |
|---|---|---|---|---|
| Self-hosted single binary + PostgreSQL | Cluster + services | |||
| Recovery with evidence (clusters, replay, validated auto-healing) | Manual replay | Manual replay | Retries, no operator | |
| AI operator: intent brief to a readable workflow | Assistants, hosted | Nodes, not an operator | ||
| MCP client and MCP server | Client only | Client only | ||
| AI spend budgets, RED metrics and traces included | Task quotas | Add-ons | Metrics, no budgets |
Categories, not vendors.
Pull the image, point it at PostgreSQL, open the Recovery Center. Nothing to sign up for.