h5i is an open-source Git sidecar for AI-era development, achieving auditable sandbox, prompt-aware commits, 95% less token waste, 3.5x richer PR brief, 1.8x faster multi-agent real-time conversation. Git records what changed; h5i records the rest: the prompt, model, files read, reasoning, tests, audit signals, sandbox events, and agent-to-agent handoffs behind every change.
Meet h5i: The Git sidecar for the AI age. While Git tracks code diffs, h5i versions the AI’s "Reasoning" (Observe-Think-Act) alongside it.
Unlike existing tools, h5i structures AI logic as a DAG linked to Git commits, allowing models to instantly restore context after session resets. It stands out with advanced compliance features like "Blind Edit" detection, uncertainty heatmaps, and prompt-injection scanning to ensure AI-generated code is traceable, safe, and reliable.
WhoIsSharp is a high-performance terminal designed for institutional-grade analysis of Polymarket and Kalshi. It combines real-time microstructure data with a structured AI framework to detect arbitrage, profile smart money, related news, and quantify edge.
