Nishant Jaiswal

Kiln is a multi-agent software team that turns one typed idea into a tested, working web app , and lets you watch the team work on a live pixel-art office floor. You type an idea. A requirements agent researches it, asks only the questions that matter, and writes a spec with testable acceptance criteria. A planner splits it into tasks with an exact API contract, and you approve the plan before anything is built. A test author writes the suite first, so the code is judged by tests it can never edit. Two developer agents then build in parallel - backend and frontend , coordinating like a real team: a shared task board, questions to each other, exclusive checkout of shared files, reviewed contract changes, and generated shared types so both sides agree. A tech-lead agent steps in when they're blocked: it answers, changes the plan's structure, arranges installs, or asks the user a question with a recommended default. A fixer repairs failing tests until the suite is green, a reviewer checks the result against the brief, and a reporter writes the docs. Everything runs on the user's own machine through a local companion: every shell command is verified and needs approval, file writes are restricted to each agent's leased paths, and nothing leaves the workspace. The problem it solves: AI coding tools are one assistant in one chat. Kiln is a whole team with a process , spec, plan, tests, parallel build, fix, review , that recovers from failures on its own instead of stopping.