How scope, delivery, and handover actually work.
Four operating principles, a fixed four-step rhythm, and a quality bar we hold every engagement to. The scope changes from client to client. The operating model does not.
What we refuse to compromise.
If you want exceptions to these, we are probably not the team for the engagement.
Scope is a decision, not a wish list
We close scope before we start building. The line between in and out is drawn, agreed, and written down.
One senior engineer at the wheel
The person you meet on the scope call is the person shipping the code. No hand-offs, no bench staffing.
Small, reviewable slices
Code lands behind flags, in reviewable slices, with tests and traces from the first merge. No waterfall reveals.
Measured, not asserted
If it cannot be measured, it does not merge. Every system ships with a replayable eval and a trace.
A four-step cadence, the same every time.
Repeatable rhythm compresses coordination cost. You always know where we are, what lands next, and what needs your decision.
Audit existing systems
Read the code, the traces, and the runbooks. Calibrate scope against real constraints, not a wishlist.
Design agent architecture
Settle the contracts before a line of production code lands — retrieval strategy, tool surface, guardrails, eval plan.
Deploy with observability
Ship behind flags with tracing, evaluation, and alerting wired in from the first request through to payload regressions.
Monitor and iterate
Hand over dashboards, runbooks, and an owner. We stay close for one iteration cycle, then get out of your way.
What your team sees during the engagement.
No monthly status decks. No mystery weeks. Scope edits are written down the day they happen.
Weekly scope check
A fixed 30-minute review with written notes. Scope edits are explicit, versioned, and visible to everyone.
Slack or Teams with your team
Embedded in your channel for the duration of the engagement. Questions get answers, not a ticket queue.
Pull requests, not decks
Progress shows up as reviewable PRs behind feature flags — never a glossy slide asking you to imagine the outcome.
The bar does not move with the contract size.
Short engagement, same quality bar. Long engagement, same quality bar. If the bar is wrong for you, the engagement is not.
Evaluation before release
Every system ships with a replayable eval suite and a baseline measurement that gates deploys.
Observability from day one
Tracing, token accounting, and alert routes are wired before the first production request.
Handover you can actually run
Typed contracts, written runbooks, and a named owner on your team — not a 200-slide deck.
Short, senior, and owned end-to-end.
We keep the cap small so every engagement gets senior attention from day one — not from the first crisis.