For developers who outgrow Zapier — but don’t want to manage queues, workers, and cron jobs.
Run backend workflows — without building backend infrastructure
Connect APIs, run real code, and handle production behavior — all in one place.
Built for production: retries, alerts, and full execution visibility
Webhook → Code → Slack → Done. Same engine runs schedules, retries, and production paths.
Backend automation is harder than it should be
You need execution that survives flaky APIs and slow vendors — not another brittle chain of triggers.
You end up juggling:
- —queues
- —retry logic
- —cron jobs
- —API failures
- —debugging across services
This platform handles all of that — so you focus on your logic.
Production behavior
What happens when things fail
Most tools stop. This system recovers. Retries with backoff, recorded attempts, and the run keeps moving when upstream services come back — without you wiring custom queues.
Production runs don’t stop at the first timeout — the platform retries, records every attempt, and keeps the graph moving when dependencies recover.
Visibility
See exactly what happened in every step
No more guessing if your workflow ran.
Every step captures structured input and output. When something breaks, you read the real error, fix credentials or code, and retry from the failure point — not from scratch.
- →Input/output logs preserved per step
- →Error details (timeouts, 4xx/5xx, validation)
- →Retry controls tied to the failing step
Input (JSON)
{
"deal_id": "dl_8f2a",
"tenant": "acme"
}Output
— empty (step did not complete)Error
upstream timeout after 30s — GET https://api.crm.example/v1/deals/dl_8f2a
Attempt 2 of 3·Next backoff: 4s
3 workflows failing
Repeated errors in the last window
7 alerts this week
Patterns across schedules & runs
Run skipped due to limits
Concurrency / plan capacity signal
Delivery log
- email · sent · Invoice sync
- slack · sent · #ops-workflows
- webhook · enterprise · HTTPS POST
Alerting
You’ll know when something breaks
Route failures to the channels your team already uses. Inspect delivery, not just “something failed.”
- →Email alerts
- →Slack alerts
- →Webhook alerts (enterprise)
- →Alert history
- →Delivery logs
Execution
Run workflows like a backend, not a script
Same scheduler and worker model you’d build yourself — minus the ops tax.
Parallel workflows
Concurrency you can reason about — not one-at-a-time glue scripts.
Code execution limits
Bounded runtime and resources so runs stay predictable at scale.
Retries & backoff
Transient failures don’t kill the graph; attempts are visible per step.
Controlled execution
Triggers, schedules, and guardrails behave like production infra.
Integrations
Plays nicely with your stack
Use integrations as steps — powered by the same execution engine.
Slack
Gmail
OpenAI
Stripe
Webhook
HTTP
Built for developers
Code where it matters, APIs everywhere else — without giving up observability or failure handling.
Code node
Ship real logic next to HTTP and integrations — same run, same logs, same retries.
SDK
Programmatic control when you outgrow clicking — fits CI and internal tooling.
API-first
Everything the UI does maps to APIs — automate imports, runs, and ops workflows.
Flexibility
Branching, secrets, and custom payloads — not a locked template language.
What you can build
Examples
Webhook → Validate → Transform → Send Slack → Retry on failureStripe event → Code step → Update DB → Send emailCron job → Fetch metrics → Process data → Notify teamAPI pipeline → Call multiple services → Merge results → Return responseAI workflow → Call model → Post-process → Store → Trigger next stepMost tools automate. Few handle failure.
Zapier
Simple automations, limited control
Great for light triggers — thin on execution depth and recovery.
n8n
Flexible, harder to maintain at scale
Self-hosting and graph sprawl become the job.
Custom backend
Powerful, expensive to build
Queues, workers, and on-call glue — before your product ships.
This platform
Control + reliability + simplicity
Start free. Scale with reliability.
Concurrency, alerts, and execution power grow with your plan — not as surprise bolt-ons.
- →Concurrency
- →Alerts
- →Execution power
Start from real templates
Examples
Send Slack alerts with retries
Twilio SMS workflows
Webhook processing pipelines
API → Code → API chains
Scheduled jobs with failure recovery
Stop guessing if your workflows ran
Retries, logs, and alerts — infrastructure-grade defaults.