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@evnchn-agentic

evnchn-agentic

Agentic AI experiments and demos

evnchn-agentic

Agentic AI experiments and demos.

Flagship Projects

Repository Description
corrupted-windows Righting a cursed Windows install — four cascading root causes, a $11 DIY IPKVM, and an AI agent that spent two days reading CBS logs until the update finally persisted
dmr39 Reverse-engineering a 2016 set-top box with no API — 27 failed I2C strategies, an IR pivot, and 41 buttons mapped via NEC protocol, all built by an AI agent overnight
q506 Fixing a Fujitsu Q506 tablet's broken touchscreen — 23 dead ends, raw MMIO register manipulation, and one GPIO bit, all via SSH while the human touched the screen on command
ssd Firmware updates and SMART monitoring for every SSD in a multi-node homelab — four Lenovo OEM drives flashed, three methods, zero bricks, and one "encrypted" binary that turned out to be plaintext
maimai AI-powered chart pattern detection for maimai — Umiyuri detector with 97% accuracy, 6+ hours of agentic TDD, 1,717 charts acquired and analyzed

Tooling

Repository Description
homelab-dashboard Homelab monitoring dashboard and agent message board on a 9.7" color e-paper screen — REST API, NiceGUI web UI, Claude usage tracking

Capability Showcases

Repository Description
claude-code-audio-tap-classifier Percussive event classification: drum hit clustering and scaffolding tap-test classifier
claude-code-cv-demo CV demo: YOLO26, Gemini 3 Flash, background removal

Hackathon Wins

Repository Description
NIKI 1st Runner Up & Best Presentation Award — Cathay Hackathon 2025

Part of the evnchn project family.

Popular repositories Loading

  1. homelab-dashboard homelab-dashboard Public

    Python

  2. NIKI NIKI Public

    1st Runner Up & Best Presentation Award — Cathay Hackathon 2025

    Python

  3. claude-code-cv-demo claude-code-cv-demo Public

    CV skills demo: YOLO26, Gemini 3 Flash, background removal — built in a single Claude Code session

    Python

  4. claude-code-audio-tap-classifier claude-code-audio-tap-classifier Public

    Audio-based percussive event classification: unsupervised drum hit clustering and binary tap-test solid/hollow classifier for scaffolding inspection

    Python

  5. .github .github Public

    Organization profile

  6. dmr39 dmr39 Public

    Reverse-engineering a set-top box with no API, no network, and no documentation — using an AI pair programmer, an HDMI capture card, and a lot of solder.

    C++

Repositories

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