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The Lightsprint blog.
Notes on the AI software development lifecycle, cloud agents, and how product teams ship now.
Latest posts
The AI software development lifecycle
Why the SDLC built for the human-written era breaks in the agentic one — and what replaces it when fleets of cloud agents plan, build, and ship alongside your team.
Why point tools break on real codebases
Greenfield demos are easy. Legacy patterns, real users, and team conventions are where most AI coding tools fall apart. How Lightsprint is built for the messy reality.
Parallel cloud agents, explained
What it means to one-shot a plan in the background: how multiple agents run in parallel in isolated environments, and why you never have to babysit a terminal.
Bringing PMs and designers into the loop
Coding assistants are single-player. A look at how visual planning lets the whole product team align before anything gets built.