FIG_PROFILE/01
Writing from the workbench
Nikolas Barwicki
AI Product Engineer
I write about building products with AI, what changes when agents join the engineering team, and the lessons that only show up after shipping.
Latest writing (30)
2026
How I let coding agents run for 10 hours: the setup
The human work moves to before and after the run.
Hand on the Wheel #3The right model, not the best model
Test the model on your work before paying more.
Waiting for cheap AI to end
Today's losses don't settle tomorrow's AI prices.
Don't ask stakeholders what they want. Make them click something
A prototype's job isn't to look finished - it's to give people something to disagree on
One year later, I write for myself first
The thinking matters more than the finished article.
Working in public
Public GitHub activity
Last 12 months · 228 active days
Oct 2025 — Oct 2026
Working stack
53 tools
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TypeScript -
Node.js -
Bun -
Python -
Swift -
HTML -
CSS -
React -
Next.js -
React Router -
Svelte - SvelteKit
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Astro -
Express -
Hono -
Tailwind CSS -
shadcn/ui -
Base UI -
Storybook -
TanStack -
Redux -
Zod -
PostgreSQL -
SQLite -
Drizzle ORM -
Prisma -
Supabase -
Neon -
Algolia -
Anthropic -
Claude Code -
Codex -
OpenCode -
OpenRouter -
LangChain -
MCP -
Cursor -
Zed -
Ghostty -
Vite -
Oxc -
Playwright -
Git -
GitHub -
Vercel -
Cloudflare -
DigitalOcean -
Docker -
Terraform -
Better Auth -
Stripe -
Polar -
PostHog
