AI for software engineers
When AI tools meet real, messy codebases.
AI for software engineers
When AI tools meet real, messy codebases.
Talk to me if you are…
- a developer who doesn't know where to start with AI tools
- a team lead who wants to empower the team without letting quality slip
- a manager who needs to know what speed gains are realistic, and what they cost
What we'd fix together
- not knowing where to start when every month brings a new AI tool
- AI-written code that looks fine in review and breaks later
- speed promises nobody can check: what really gets faster, and at what cost
- picking tools and models when every vendor claims to be the best
- agents that get lost in a large, long-lived codebase