Shmungus

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  1. I've spent a few years building quant strategies and most of the work isn't the math — it's the plumbing: getting clean data, structuring the backtest so it doesn't look at the future, generating a readable tearsheet. I…

  2. Proof Engine renders mathematics, not graphics. A Lorenz attractor looks like a Lorenz attractor because particles follow the actual differential equations in real time. Entities are held together by force fields and…

  3. I couldn't find a Rust crate that gave me validated financial types backed by decimal arithmetic. Everything I found either used f64 (unacceptable for order books), panicked on bad input, or was a thin wrapper around a…

  4. I've been building the substrate layer for production AI systems in Rust. This is the index repo for 10 crates I shipped this week. The AI side covers agent memory (episodic, semantic, working with decay and multi-agent…

  5. - llm-stream — streaming from OpenAI + Anthropic, callback-based - llm-cache — file-backed semantic cache, LRU eviction - llm-cost — offline token counting + cost estimation - llm-retry — exponential backoff + circuit…

  6. I built this after getting frustrated with "multi-agent" frameworks that claim parallelism but are really just one fat async task with no resource bounds. tokio-prompt-orchestrator breaks LLM inference into 5 physical…

  7. Show HN: Rot – Financial Intelligence MCP Server (web-production-71423.up.railway.app)

    Built an MCP server that turns Reddit sentiment into options signals. 185k LOC, 9-stage AI pipeline, now live with 90 users on just day 1. Wall Street pays millions for retail sentiment data. It's free on Reddit. I…

  8. I built an MCP server that gives Claude (and any MCP client) direct access to live trading signals scraped from Reddit, SEC filings, FDA approvals, Congressional trades, and 15+ other sources. 7 tools, 2 resources, no…

  9. https://github.com/Mattbusel/Reddit-Options-Trader-ROT- ICE, the company that owns the NYSE, just started selling "Reddit Signals and Sentiment" to institutional investors. Structured Reddit data for hedge fund money. I…