Echo Systems · Intelligent software
Accelerating products with AI-assisted engineering.
We helped a fast-growing SaaS team ship features twice as fast with AI-assisted engineering, automated QA, and a modern delivery pipeline.
The challenge
Where they started.
Echo's product roadmap was growing faster than their engineering team. Releases slipped, regressions crept in, and the team spent more time firefighting than building.
Our approach
How we built it.
We introduced AI-assisted code review, generated test suites for critical paths, and rebuilt the delivery pipeline around small, frequent releases with automated quality gates.
The impact
What changed.
Within two quarters the team doubled its release cadence while cutting production defects nearly in half.
- 01AI-assisted code review on every pull request
- 02Automated regression suite covering 80% of critical flows
- 03Release pipeline reduced from days to minutes
2xfaster release cadence
45%fewer production defects
TechForStack changed how our team ships. We move faster and sleep better.
John WarmLet's talk