Capabilities

Focused practices for teams whose metrics, releases, and architecture have stopped agreeing.

Each engagement produces concrete artifacts — ADRs, eval harnesses, delivery dashboards — not slide decks.

engineering delivery

Engineering Delivery & Reliability

When the dashboard says green and production says otherwise, you need someone who reads both.

We baseline DORA metrics, trace MTTR to root cause, and redesign release cycles so improvement is visible — not debated in board meetings.

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ai sdlc

AI in the SDLC

AI belongs at every stage of delivery — with human judgment at the gates.

We integrate AI from design through epics, stories, and tasks to agent-assisted code — with eval criteria, review standards, and governance that survive audit.

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output oriented builds

Output-Oriented Builds

Some problems need a finished feature in production — not another contractor on the backlog.

Small, well-bounded engagements end to end: scoped outcome, fixed boundaries, weekly demos, deployed software. Billed on what ships — not headcount.

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architecture remediation

Architecture Remediation

Structural debt does not announce itself. It waits until an incident makes the bill due.

We inventory system boundaries, score architectural risk, produce decision records, and sequence remediation so your team can execute without us in the room.

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