AI-assisted development tools like Claude Code can genuinely speed up real engineering work – but only when they’re set up to fit how your team and codebase actually work. We help teams and individual developers get past the “impressive demo, disappointing daily use” phase.
Most of the friction with AI coding tools isn’t the tool itself – it’s the setup: unclear project context, missing conventions, or workflows that don’t match how the team actually reviews and ships code. Fixing that is where the real time savings come from.
No. We can help you evaluate whether AI-assisted development is worth adopting in the first place, as well as help teams already using these tools get more out of them.
Either. Some teams just need the initial setup and conventions in place; others want us involved longer-term as the codebase and workflows evolve.
It depends on the scope of the work. Tell us what you have in mind and you’ll get a clear answer for your specific situation.
Interested in exploring this for your team? Get in touch to talk through your situation.