Design before build
Important changes start with a clear plan: what we are building, what we are not, and how it should behave under pressure.
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Delivery standards
How we decide what ships
Seniors set the bar. AI accelerates the work. Nothing reaches users without clear ownership.
AI with senior ownership
AI helps draft implementation, tests, and documentation from clear requirements. Seniors own the direction and the decision to ship.
Review that matters
Every change is reviewed for correctness, security, reliability, and product fit before it reaches production.
Clear definition of done
Work is finished when it is tested where it matters, documented for the next person, and ready to operate in production.
Accountable release
Release is a decision, not a calendar event. Someone accountable confirms the change is ready for users.
Before we call work done
A short standard we hold on every engagement. Adapted to the project; never skipped in spirit.
- Goals and success criteria are clear before work begins
- Risks are named for anything involving money, access, or personal data
- AI-assisted work is always owned and approved by a senior engineer
- Higher-risk releases have a safe path to validate and reverse if needed
- After launch, we watch quality signals in the first critical window