Ostoskori 0

AIRA

How to ship AI-generated code with confidence 

Your teams are already writing code with AI. The question is no longer whether to allow it –  it is whether you can trust the output at the speed AI produces it. Manual review was designed for human-speed development. It cannot scale to AI velocity without slowing shipping or accumulating quality debt. AIRA installs a mechanical quality system inside your codebase to close that gap.

 
 

The bottleneck is structural – not a talent problem

AI writes code faster than anyone can review, and time-to-market shrinks every cycle. Manual review can't keep pace. Either defects slip through, or shipping slows down.

TODAY

AI generates code. → Senior engineers review every line. → Bottleneck forms. → Defects slip – or shipping slows.

WITH AIRA

AI generates code. → Corpus-driven mechanical verification. → Verified, confident change. → Ship.

 
 
Rakettitiede-violetti.png
 

How AIRA works

A durable corpus lives inside your codebase and captures the requirements and decisions that usually disappear into chat threads and developers' heads.

Four roles compose around it:

  1. Author: Capture intent before the first line of code. AI drafts; engineers validate against the corpus.

  2. Extract: Surface requirements buried in existing code. Institutional knowledge made durable – survives team turnover.

  3. Produce: AI reads the corpus to generate code that already conforms to your standards and decisions.

  4. Verify: Every change is checked mechanically against the corpus. No senior engineer needed as gatekeeper.

 
 
 

What does this mean for your organisation?

  • Faster, predictable release: Eliminate senior-engineer review bottlenecks. Ship on schedule without accumulating quality debt.

  • Knowledge that survives turnover: Decisions, architecture rationale, and requirements captured in the codebase – not in people's heads.

  • A quality gate that scales with AI: Mechanical verification keeps pace with AI velocity. Review effort stops growing linearly with output.

  • Full ownership – zero vendor dependency: Corpus and methodology live in your repo. When your team is ready, we step back. You retain everything.

  • No lock-in, week-by-week control: Cancel from week 5 onward, any week. No penalty. No negotiation. No long-term contract required to start.

 
 
Rakettitiede-violetti.png
 

How we engage

Weeks 1–4 · Setup

AIRA methodology installed: AI instructions, Claude skills, automated quality checks. Team trained to build and maintain the corpus. Fixed scope, clear deliverable.

Week 5+ · Weekly

Code review on every change, decision capture, weekly skill-building. Week-by-week. Your call, every week.

Handoff · When ready

Most teams reach full independence in 2–3 months. Readiness assessed weekly – no artificial extension.

 
 
 

Next step: Book a 30-minute technical review

 
 
 

Ari Minkkinen (Pirkanmaa) · ari@rakettitiede.com · +358 44 530 5775

 
 
 
Rakettitiede-violetti.png