How I run AI agents in my daily build loop
A concrete loop: issue → agent draft → human diff review → tests → ship. With failure modes.
- AI
- workflow
An individual geek, compounding skills in the AI era. Build, learn, experiment, iterate — in public.
$ msxor whoami
individual geek · ai-era evolution lab
$ msxor status
● evolving · v2026.10
$ msxor log --oneline
spec → ship → iterate → evolve
$
What I am building, learning, and testing — this quarter, not lifetime goals.
MSXOR Drive (encrypted cloud storage) and this site. Small scope, frequent releases.
[TBD] — what are you learning right now? e.g. local LLM inference, agent workflows, distributed systems.
[TBD] — current experiments? e.g. automation pipelines, eval harnesses, self-hosting setups.
updated 2026-10-09
Things I build, run, and maintain. Working software over slide decks.
The evolution log itself: Astro + i18n + GSAP, deployed as pure static assets.
Stack
Encrypted cloud storage you actually own. Sync, share, back up.
Identity and access management that stays out of the way. SSO, MFA, fine-grained access.
Notes on individual evolution in the AI era. Drafts ship first; polish later.
A concrete loop: issue → agent draft → human diff review → tests → ship. With failure modes.
What runs where, what it costs, what breaks at 3 a.m., and what I would hosted-manage again.
Daily notes, weekly reviews, monthly retro. Did shipping in public actually compound?
First posts are being drafted — titles and outlines are fixed, content is coming.
Tools I actually use, and what I would replace them with. No affiliate links.
| Category | Tool | Use case | Alternative |
|---|---|---|---|
| Site | Astro 5 | Static output, file-based i18n | Next.js |
| Deploy | Cloudflare Pages | Static hosting, free tier | Vercel |
| Animation | GSAP | Scroll choreography | motion |
| AI tools | TBD TBD | Daily coding loop | — |
| Automation | TBD TBD | Deploy & sync pipelines | — |
| Learning | TBD TBD | Papers, courses, practice | — |
Versions, dates, and what changed. An honest changelog, not a highlight reel.
Design spec written; scope locked: bilingual, static, animation-first.
Brand site shipped. Astro + i18n + GSAP. Lighthouse 100 across the board.
Humor pass; XOR manifesto added as the brand core.
Copy tightened to industry standard; GitHub links wired.
Light blueprint redesign; ⌘K palette; terminal UI; deploy config.
[TBD] earlier milestones: first commit, first product, first real user.
MS is me. XOR is the difference operator: same input, same output; different input, new output. This site is the log of those differences.
XOR outputs 1 only when the inputs differ. So do I.
0 ⊕ 0 = 0
No difference, no output.
0 ⊕ 1 = 1
New in, new out.
1 ⊕ 0 = 1
Feed it back. Ship.
1 ⊕ 1 = 0
Mastered? Zero. Next track.
AI compresses the distance between idea and working software. What it does not replace: taste, judgment, and the habit of shipping. This lab optimizes for those three.
No newsletter funnel. If something here is useful, star the repo or open an issue.