I use AI to move fast without cutting corners: scope quickly, ship working software, then pressure-test until bugs surface — and fix the root cause once, not every call site.
- 🤖 AI workflows — plan → build → verify loops that stay honest
- ⚡ Fast projects / finish — prototype → polish → done
- 🐞 Root-cause debugging — shared guards over copy-pasted patches
- 🎭 Playwright E2E + smoke tests for real user paths
- ♿ Accessibility — keyboard, ARIA, contrast, skip links, focus
- 📍 Malaysia · open to opportunities
plan → build with AI → verify → smoke/e2e → ship
Frontend
Backend & Data
AI · QA · Ship
| Repo | What it does |
|---|---|
| Deflake ⭐ flagship | Flaky Playwright auto-triager — parallel attempts + Wilson stats + evidence · npm run demo · Show HN draft |
| LensQA | Frontend quality cloud — visual, a11y, perf, runtime QA |
| A11yGuard | Automated PR accessibility reviewer — WCAG + SARIF |
| DocuSource | Enterprise knowledge RAG with direct citations |
| MarginWatch | B2B supplier portal automator — sessions, price deltas, alerts |
| SafeMigrate | Zero-downtime migration sandbox — shadow clone, schema diff |
| daily-ship-log | Scheduled daily craft tip (Playwright / a11y / delivery) — green squares without empty commits |
Talk to humans:daily-ship-log discussions · project discussion boards on the repos above
Playwright CI, accessibility (keyboard / ARIA / contrast / focus), docs, and careful PR reviews — real patches, not drive-by noise.
| PR | Result |
|---|---|
| ✅ MiniSearch#2293 | Playwright e2e smoke vs production container |
| ✅ bearr-lab/rama#19 | Navbar + theme toggler a11y |
| Area | PRs |
|---|---|
| CI / Playwright | clawboo#109 · leaklens#5 · material-event-radar#27 · quay#6704 |
| Accessibility | sembleops · website#116 · portfoliov2#7 · go-eazy#1095 · GloWe#805 · dopa-mean#8 · folio#94 · interviewforge#6 · soroban#19 · built-by-ann#15 |
| Docs / content | kprompt#96 · Podiom#14 · Carpentries#50 · nanopore#39 · demo-bugs#32 · playground#9 |
Full list: PRs authored by KhyFee
Substantive reviews on Playwright / e2e / a11y PRs and helpful threads in GitHub Community Discussions (Actions, achievements, Copilot, Pages).
| Badge | Status | Honest path |
|---|---|---|
| Quickdraw / YOLO / Pull Shark | Working / leveling | Real merges (own + external). No fake accounts. |
| Galaxy Brain | Target | Give high-signal Community answers that OPs mark Answered |
| Pair Extraordinaire | Target | Co-author commits with a real collaborator (not alts) |
| Starstruck | Target | Ship repos people naturally ⭐ (can't buy legitimately) |
| Public Sponsor | Optional | Sponsor open source if you choose |
