Swarmia software engineer Hugo built a semantic matching prototype between pull requests and issues in two days and completed it by Friday afternoon.

Swarmia is the engineering intelligence platform that gives engineering and product leaders one place to see how their teams work, how they feel, and where the investment goes — and the tools to act on what they find. The platform is trusted by companies of all sizes, including Lovable, Honeycomb, Miro, Engine, and Bolt. You’d never run production without monitoring. But for years, plenty of organizations ran engineering itself on gut feel and a few good-enough dashboards. When AI tools are writing code faster than anyone can track by intuition, that doesn’t hold up anymore. Swarmia brings together engineering metrics; AI adoption, cost, and impact; developer experience surveys; and software capitalization — built on one org structure and one data model. What you get: → See whether AI is actually paying off. Every AI tool in one view: who’s using what, and what it costs. → Improve the system, not just the numbers. Research-backed metrics, including DORA, plus working agreements and signals that turn insight into action. → Keep a clear line from effort to value, and make software capitalization a few clicks instead of a quarterly fire drill. → Get the why behind the numbers with developer experience surveys. We believe engineering improvement happens when you fix the system people work in, not when you measure individuals harder. Swarmia is built for the people doing the work as much as the people reporting on it — transparent by design, and trusted by the engineers who use it rather than feared as surveillance. Your gut feeling had a good run. Swarmia is engineering intelligence you can trust.

Founded 2019