The AI Kit
Reusable AI skills that automate the dev cycle, with verification built in.
Most teams claim AI proficiency. We measure it. Every engineer uses our AI kit and is instrumented with Pheebs, our open-source measurement tool. Our data tells us where the gaps are so we can act with intention.
The nearshore market is saturated with 'we use AI.' We built a framework that proves it. Every engineer operates inside it, contributes to it, and is measured by it.
The AI Kit
Reusable AI skills that automate the dev cycle, with verification built in.
The Measurement Layer
Pheebs telemetry that shows how the kit gets used and how engineers really work with AI.
The Program
Metrics, a roadmap for the kit driven by the team, group sessions focused on AI, and coaching with intention.
Three parts of one loop. The kit does the work, Pheebs measures how it lands, and the program turns the data into coaching. Here's what each pillar looks like day to day.
A library of reusable AI skills our engineers take into client work. The kit automates the full dev cycle and builds verification in evals and test gates - not just code review.
The dev cycle, kit-automated
Every step ships with verification built in: evals and test gates, not just code review.
Pheebs, our AI telemetry tool, captures engineer tool usage and behaviors from Claude Code, Cursor, and Codex sessions. It shows us how our kit gets used and how our engineers actually work with AI.
One session, as Pheebs sees it
The practice that turns the data into growth. We run the kit as an internal product, with core metrics and a roadmap driven by the team's feedback. Group sessions cover what works, and the telemetry tells us who to coach on what.
The kit, run as a product
Build momentum without the hiring headaches. Add high-caliber product engineers who integrate seamlessly into your team and start delivering fast.
Senior product engineers, AI-native, ready to join your stand-ups this sprint.



