Building ResearchComb to Keep Claims Tied to Sources
Why I built ResearchComb, how its workflows keep claims tied to sources inside Codex and Antigravity, and how to install the current v0.5.23 bundle.
Read articleWriting / Technical field notes
What I learn while building.
Notes from projects where an implementation detail, measurement, failure, or connection changed how I understood the larger system.
Building ResearchComb to Keep Claims Tied to Sources
Why I built ResearchComb, how its workflows keep claims tied to sources inside Codex and Antigravity, and how to install the current v0.5.23 bundle.
ResearchComb Open-Source Research Toolkit for Codex and Antigravity
I’m sharing ResearchComb — an open-source research toolkit designed for Codex and Antigravity, directly inside your AI chat. There’s no ResearchComb server, separate app, or API key to configure.
What The Imitation Game Taught Me About System Design
How a repeated phrase turns an impossible search into a constrained problem—and what that teaches us about invariants, protocols, observability, debugging, and security.
Connecting My Maze Visualizer to Redis
How two separate C++ projects became one useful system through serialization, POSIX sockets, RESP, validation, and persistent storage.
Why Dijkstra Beat A* in My Tiny Maze
A practical look at why the theoretically smarter algorithm can lose on a small grid—and what profiling taught me about heuristics, overhead, and hardware reality.