Savings
AI writes the repetitive parts. Engineers make the decisions.
Boilerplate, CRUD, migrations, test scaffolding and first-draft documentation are produced with AI tooling and reviewed by the engineer who owns the module. That removes the hours agencies bill for typing, not thinking. We pass the difference on as a lower fixed-scope quote and a shorter timeline.
- Fixed-scope quotes
- Priced per outcome, with the AI time saving already deducted.
- Weekly demos
- Working software every week, so budget follows visible progress.
- Small senior teams
- Two or three engineers who own the product end to end.
- No lock-in
- Plain stacks, documented handover, your repositories from day one.
Security
Speed is only useful when nothing breaks later.
Every project runs through the same security gate whether it is a landing page or a payment platform. Generated code is treated as untrusted input: it is reviewed, tested and scanned before it reaches a branch that ships.
- Threat model at kickoff
- We agree what must never happen before the first sprint.
- OWASP ASVS checklist
- Authentication, sessions, input handling and access control verified per release.
- Scanning in CI
- Dependencies, secrets and container images checked on every push.
- Second-engineer review
- No code, human or AI-written, merges without a senior review.
- Least-privilege infrastructure
- Loopback-only services, encrypted transport, audited access.
