Scope the real constraint
Identify the workflow, environment, existing systems, and the cost of an incorrect result.
Approach
Accountability starts before implementation.
We set the result, the constraints, and the acceptance criteria up front. Then senior engineers and agents build toward a release the client can examine.
Outcome first. Evidence throughout. A named decision at each handoff.
Our position
We stand behind what ships.
A fixed outcome is useful only when both sides can tell whether it was met. We make the acceptance criteria explicit before the build and use them to guide implementation, review, and release.
AI agents do much of the implementation. Senior engineers remain responsible for system design, judgment, verification, and deployment. The client sees the work in the context where it will operate.
Delivery record
What gets decided, and when.
Write the acceptance criteria
Define the observable behavior and checks that mark the outcome as delivered.
Build with a visible review path
Use agents for implementation volume. Engineers direct the work, inspect decisions, and keep the system understandable.
Release into the intended environment
Verify against the criteria and deploy where the client will use and operate the system.
Engagement forms
Three ways to work together.
Fixed outcome
Best when the result and acceptance conditions can be defined before work begins.
Embedded team
For a sustained build that benefits from senior engineers inside the client’s daily context.
Advisory
For a bounded technical question, architecture decision, or independent review.
A conversation with the people doing the work
Bring us the hard part.
Tell us what needs to work, where it has to run, and when the result is needed.