Airline pilot
ζ©εΈ« Γ θ»ι«ε·₯η¨εΈ«,ηΎε¨η¨δΈζ― AI agent θ¦ιζ code δΊ€δ»εΊε»γ
Β πΉπΌ
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["π§ββοΈ Jonathan<br/><sub>architecture Β· guardrails Β· review</sub>"]
L["π¦
Lead agent<br/><sub>triage Β· dispatch</sub>"]
subgraph FLEET["π€ Executor agents"]
direction TB
A["Feature<br/>agent"]
B["Infra / IaC<br/>agent"]
C["Data & backtest<br/>agent"]
D["Quality / CI<br/>agent"]
end
J -- intent & guardrails --> L
L -- tickets --> FLEET
A --> O["π¦ PRs Β· deploys<br/>pipelines Β· green CI"]
B --> O
C --> O
D --> O
O -- review & merge --> J
Two layers: a lead agent that triages and opens the tickets, and executor agents that pick them up, write the code, open PRs and review each other. I set the guardrails, read the diffs, and land the plane.
π flightdeck β how it's wired, how work gets dispatched, and where the human stays in the loop. Written down so it's less of a black box.
- flightdeck β field log of running a fleet of AI coding agents in production
- 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
The delegated slice is genuinely the fleet's work β not mine with extra steps. The paired slice is mine: git records me as the author and Claude as co-author, because that's what happened β I was on the controls for every turn.
Self-hosted, auto-updated daily. Aggregate counts across every repo I own, public and private β no repository names and no agent account names are ever emitted. Commits classified by author identity & co-author trailers; PRs and issues by who opened them.