AI Deployment
Custom agents, LLM integrations, and evaluation harnesses — running in your stack, not a demo.
LLM AgentsRAGEvalsInference Ops
// CAPABILITIES Whatever it takes
Whatever it takes
to reach production.
Our engineers are generalists with deep edges. We bring the specialism your problem needs and the breadth to wire it into everything around it.
Data & Pipelines
Reliable ingestion, transformation, and serving layers that hold weight under real load.
StreamingWarehousingdbtOrchestration
Platform & Infra
Kubernetes, IaC, and CI/CD that your team can own after we leave — no black boxes.
KubernetesTerraformObservabilityCI/CD
Product Engineering
Full-stack delivery from prototype to GA — we ship the feature, not the slide deck.
TypeScriptAPIsFrontendMobile
Integration & Migration
Legacy untangling and system integration done incrementally, with rollbacks at every step.
Strangler-FigETLZero-downtimeReverse Eng.
Reliability & Security
Hardening, load testing, and incident readiness so the thing we ship keeps running.
SREThreat ModelingLoad TestingOn-call
// HOW WE ENGAGE
From recon to handoff.
A predictable operating rhythm. You always know what we’re doing, what’s shipping next, and when you take the keys.
01
Recon
A short, paid discovery sprint. We map the terrain, the constraints, and the fastest path to value.
02
Deploy
Engineers embed directly with your team — same standups, same repo, same definition of done.
03
Ship
Working software in production on a weekly cadence. Outcomes measured, not estimated.
04
Handoff
We leave you owning it: documented, tested, and runnable by your team without us.
// READY TO DEPLOY
Have a problem that needs to ship?
Tell us the terrain. We’ll tell you the fastest path to production — and put a unit on the ground.