Stateful workflows
Steps persist between calls. A node restart doesn't lose your in-flight orders.
Sagas + retries that survive restarts. Replay against any input, debug any failure.
Steps persist between calls. A node restart doesn't lose your in-flight orders.
Per-step retry counts + exponential backoff. Dead-letter queues on exhaustion.
Capture inputs at every step; replay against a known-bad input to reproduce failures exactly.
Every system we build follows this shape. Client at the edge, tools in a sandbox, traces everywhere, evaluators gating output. No black boxes, no "it works on my machine."
Three real production scenarios, replayed at observed latency. Every box is a span; every span has tokens, cost, and an eval gate. This is what shows up in your traces, not a marketing animation.
FNOL triage: validate policy in force, run vision on damage photos, fraud sniff against historical patterns, derive severity & reserve, evaluator gates payout-relevant outputs.
Eight to fourteen weeks from kick-off to production rollout. Discovery is included if you do it with us; otherwise we work from your existing spec.
Yes. Durable execution captures inputs at every step. Replay against a known-bad input reproduces the failure exactly, including non-deterministic LLM calls when seed-able.
Fixed-price discovery in 2 weeks. You leave with an architecture, a working spike, and a build plan.