Builder's Lab

A curated workbench of experiments, prototypes, and technical notes with enough proof to inspect.

Active
65%

Realtime Collaboration Workbench

A public Lab note on collaboration mechanics: CRDTs, presence, and the practical limits of offline-first synchronization.

Next.jsTypeScriptWebSocketsPostgreSQL+2 more
GitHubDemo
Work in Progress
45%

Code Review Feedback Loop Experiment

A Lab artifact testing where LLM-assisted review can help, where it adds noise, and what evidence is needed before trusting it.

PythonFastAPIOpenAI APIGitHub Actions+2 more
GitHub