The freeCodeCamp Podcast

#210 There are 2 kinds of devs. One of them is screwed. Justin Searls interview

29 snips
Mar 6, 2026
Justin Searls, software engineer and early-retired cofounder who now builds open-source tools and experiments with coding agents. He talks about how AI tooling and agents are changing who does the work. Verifiability and testing become central when agents contribute. Ambitious, product-minded developers can gain a big edge over order-takers.
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ADVICE

Make Tests The First Task For Any Agent Workflow

  • Design verification loops before you automate: make tests, simulators, and assertions the first work an agent does.
  • Justin gives the practical tradeoff: UI and device-driven tasks are hard to automate, so invest in testability or you'll remain the slow human loop.
ANECDOTE

Agent Did My Two Week Expense Chore In Minutes

  • Justin used Claude Code to automate downloading 2025 invoices from Stripe and Kagi and packed PDFs into a zip for expense reporting.
  • He saved weeks of manual clicking by instructing the agent to log in, download invoices, summarize totals, and attach PDFs to his spreadsheet.
INSIGHT

AI Creates A New Divide Between Builders And Order Takers

  • AI tools split developers into two groups: ambitious builders who see a rocket ship and order-takers who see a bomb.
  • Justin argues value now accrues to people who propose creative ideas and use agents to multiply output, not just follow specs.
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