AI code review
Architecture, security, dependencies, testing, maintainability and production readiness, reviewed by a senior engineer rather than passed through a scanner and dressed up as consultancy.
AI code review detailsServices / Review, build, finish
Senior engineering for software built at AI speed.
Independent code review is the main event. Bespoke development, rescue work and hands-on help getting an application into production are here when you need more than a report.
01 / Core services
Two clear places to start.
If you already have software, start with a review. If you have a problem that needs software — or a prototype that needs finishing — start with app development. We can narrow the scope together.
Bespoke app development
Practical support from discovery to release, including taking over AI-assisted builds that have reached the point where prompting harder is no longer the answer.
App development details02 / Supporting services
When the problem does not fit neatly in a box.
Software rescue & remediation
For systems that have become fragile, unpredictable or expensive to change. We find the underlying failure patterns, stabilise the important parts and leave a realistic route forward.
Typical work
- Failure and performance diagnosis
- Priority code and architecture fixes
- Tests around critical behaviour
- A practical stabilisation plan
Production readiness
For prototypes and MVPs approaching a launch, a larger customer or meaningful traffic. We look beyond the happy path and deal with the bits that only become exciting at 2am.
Typical work
- Security and access review
- Failure, recovery and rollback planning
- Logging, monitoring and support gaps
- Launch-critical action plan
Software & AI consultancy
Focused senior input for an architecture choice, difficult integration, engineering workflow or build-versus-buy decision. Useful when you need judgement and a way forward, not another pair of hands forever.
Typical work
- Technical discovery and options
- Architecture and integration design
- Proof-of-concept development
- Decision record and delivery plan
03 / Good fit
This tends to work well when...
- You have a working app but little confidence in the code beneath it.
- Your team is moving quickly with AI and wants sensible guardrails.
- A promising prototype needs real engineering before real users arrive.
- You need an independent technical view before launch, investment or handover.
No perfect brief required
Start with the bit that is not going to plan.
A short description of the software, its stage and what is causing concern is plenty to begin with.
Discuss a project