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Thoughts
Notes on building products, killing tedious work, and where AI actually helps.
Jun 15, 2026AI
Don't Build Critical Logic on a Guess
LLMs guess the next word. That is fine for drafts, risky for invoices, loan math, and anything that must be exact every time.
May 28, 2026Automations
Most Tedious Work Is a Three-Step Workflow
Trigger, process, action. Once you map a manual routine that way, half the automation design is already done.
Apr 10, 2026Development
What Shipping Full-Stack Solo Actually Looks Like
One person across UI, API, infra, and the boring glue work. The goal is not heroics. It is fewer handoffs.