heavymemory

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  1. Single file C simulation. Cells on a grid eat soil, fight neighbours, reproduce with mutations. No neural network. No backpropagation. No fitness function. No pathfinding. Evolution runs and behaviour emerges. Left…

  2. I’ve been experimenting with letting an AI agent execute full workflows in a browser. In this demo I gave it my CV and asked it to find matching jobs. It scans my inbox, opens the listings, extracts the details and…

  3. I built a tool that learns structural code transformations from a single before/after example. It isn’t a transformer or LLM — it doesn’t generate code. It extracts the structural pattern between two snippets and…

  4. I built a tool that learns structural code transformations from before/after examples. Show it console.log(x) -> logger.info(x) and it learns the pattern, then applies it across your entire codebase. Deterministic, same…

  5. I have been experimenting with structural reasoning and built a small engine that learns rewrite rules from only two examples. You provide a pair of before and after expressions and it works out the transformation and…

  6. Key door puzzle. Grid: 8 by 11. Two rooms. One key somewhere in the left room. Two coloured doors in the wall. Goal on the far side. Train PPO or DQN on one layout and it solves that layout. Shift the key, add or move a…