Open Source · Engineering Notes
SwiftAct is a one-person open-source lab: multi-agent development tools and long-form writing on software engineering. All code is public on GitHub; all essays are on the blog.
Public code — design and progress open to verification.
A desktop app for local multi-agent parallel development: run multiple AI agents at once — each claims tasks, writes code, runs tests, and opens PRs, with automated review and merge. One person, one machine, many parallel threads of work.
Desktop · Multi-Agent · PR Automation github.com/HelloWorldU/Kimi-Code-Swarm →While watching a livestream, mute one specific person in the mixed audio in real time while everyone else keeps playing. Built on a custom C++ real-time audio engine (WASAPI system capture + ONNX voiceprint recognition) with a low-latency, lock-free pipeline.
C++ · WASAPI · ONNX · Real-time github.com/HelloWorldU/AutoMute →A one-person open-source lab. All projects are in early, active iteration — from multi-agent parallel development to real-time audio engines. Code, design, and progress (pitfalls included) are public.
Also writing long-form essays on software engineering: methodology, retrospectives, and how to keep software stable in the age of AI coding.
Build tools. Write it down.