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jonatw/README.md

Agentic coding fleet

Hi, I'm Jonathan Huang πŸ‘‹

Airline pilot ✈️ & former Sr. Software Engineer β€” now shipping code with a fleet of AI agents.
機師 Γ— θ»Ÿι«”ε·₯程師,ηΎεœ¨η”¨δΈ€ζ”― AI agent θ‰¦ιšŠζŠŠ code δΊ€δ»˜ε‡ΊεŽ»γ€‚

Β πŸ‡ΉπŸ‡Ό


πŸ€– From writing every line to orchestrating agents that do

I've shipped software since 2010. Over the past year my workflow changed shape: I design the system, set the guardrails, and let autonomous coding agents handle implementation, pull requests, reviews and infra β€” end to end. My recent commit history is increasingly agent-authored, human-reviewed.

The point isn't fewer engineers β€” it's a higher altitude. I spend my time on architecture and judgment; the mechanical work is delegated and verified.

flowchart LR
    J["πŸ§‘β€βœˆοΈ Jonathan<br/><sub>architecture Β· guardrails Β· review</sub>"]
    subgraph FLEET["πŸ€– Autonomous coding fleet"]
      direction TB
      A["Feature<br/>agent"]
      B["Infra / IaC<br/>agent"]
      C["Data &amp; backtest<br/>agent"]
      D["Quality / CI<br/>agent"]
    end
    J -- intent & guardrails --> FLEET
    A --> O["πŸ“¦ PRs Β· deploys<br/>pipelines Β· green CI"]
    B --> O
    C --> O
    D --> O
    O -- review & merge --> J
Loading

πŸ› οΈ Built with

JavaScript Python Node.js Cloudflare Workers AWS Docker Playwright


πŸ“Œ Selected work

  • 1min-cloudflare-gateway β€” high-performance Cloudflare Workers API gateway
  • apple-store-scrape β€” cross-region Apple price comparison (Python + Workers)
  • pdf-processor β€” browser-side PDF toolchain (PyMuPDF β†’ WASM)
  • finlab-txd β€” quantitative trading research on Taiwan index futures

πŸ“Š How my code actually gets written

Who writes my code β€” agentic coding breakdown, last 90 days

Self-hosted, auto-updated daily. Aggregate counts across all my repos β€” private repo names are never exposed. Commits classified by author & co-author trailers.

Pinned Loading

  1. flightdeck flightdeck Public

    Running a fleet of AI agents in production β€” the human still lands the plane

    JavaScript

  2. TPE-eagle/tpe-sushi-go-round TPE-eagle/tpe-sushi-go-round Public

    Mobile-first PWA for Taoyuan Airport (TPE) real-time flight info β€” gate, baggage carousel & aircraft type at a glance, built for pilots and cabin crew on Taiwan's airlines.

    JavaScript

  3. apple-store-scrape-workers apple-store-scrape-workers Public

    Apple Store Scraper: Compare iPhone/iPad prices between US and Taiwan with this Cloudflare Workers-based tool. Created through vibe coding (good tunes, good energy), featuring automatic updates, cu…

    JavaScript 4 1

  4. apple-store-scrape apple-store-scrape Public

    A Python web scraper for comparing Apple product prices between US and Taiwan stores. Extracts iPhone and iPad pricing data, features rate limiting to respect servers, and exports structured CSV da…

    Python 4 1

  5. pdf-watermark-remove pdf-watermark-remove Public

    Remove image-based and text-based watermarks from PDF files β€” CLI and Python library built on PyMuPDF.

    Python 3 1

  6. pfac-lib/PFAC pfac-lib/PFAC Public

    PFAC is an open library for exact string matching performed on NVIDIA GPUs

    C++ 47 20