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Durable, observable, code-first automation. Long-running pipelines that survive restarts, retry intelligently, and tell you exactly what happened - across every system you depend on.
Workflow tools are easy to start with and brutal to scale. We build the durable, observable layer that takes over when the dashboard isn't enough.
Long-running workflows that survive crashes, restarts, and outages - written in code, replayed deterministically when things go wrong.
Webhooks, queues, and CDC events as first-class triggers - fan-out, fan-in, dedupe, and retry with proper backpressure.
Real branching, parallel fan-out, joins, and dynamic step generation - not the if/else cliffs you get from drag-and-drop tools.
Connect ERPs, CRMs, payment processors, and internal services with typed clients, OAuth, and proper rate-limit handling.
Cron, interval, business-calendar, and timezone-aware schedules. Time-based steps that wait days or weeks without burning resources.
Per-run timelines, step-level metrics, and full payload history - debug a stuck workflow the same way you'd debug a stack trace.
Order placed → fraud check → inventory hold → carrier dispatch → notifications. 14 steps, 7 systems, fully recoverable.
Signup triggers a 5-day sequence of provisioning, welcome emails, sample data seeding, and CSM assignment with conditional branches.
Daily AR sweeps, dunning sequences, GL reconciliation, and Slack alerts on anomalies - replacing a finance analyst's manual spreadsheet rituals.
Inbox or upload triggers OCR → extraction → validation → human review → ERP write-back. Audit trail with source citations on every record.
Every step assumes it might run twice. We design for at-least-once delivery and let dedupe keys do the rest - no duplicated charges, no double emails.
Exponential backoff with jitter, distinct policies for 4xx vs 5xx, dead-letter queues for the unfixable. A bad downstream shouldn't kill a 6-hour workflow.
Compensating actions, partial-success reporting, and human-in-the-loop fallbacks. When automation can't finish, the handoff is graceful - not a 500.
We use Zapier and Make where they fit, but production-critical workflows belong in versioned, tested, code-reviewed pipelines. Not in a dashboard one tab away from disaster.
Whiteboard the existing process, the failure modes, and the systems involved. We find the duplicate work and the silent failures first.
Temporal for stateful long-running. Inngest for event-driven SaaS. n8n for low-code edges. We don't fanboy a tool - we fit it.
Code-first workflows with tests, replay-safe steps, and per-step metrics. Shipped behind feature flags with shadow runs.
Runbooks, alerting, and a roadmap for the next 90 days. We hand off something your team can own - not another black box.
Tell us the most painful manual workflow you have. We'll come back with a written design, a runtime recommendation, and a three-week pilot.