Dev iconDevSep 10, 2026 ~1 min source read

Your 'AI agent' isn't agentic. It's a retry loop with a nicer error message.

After thousands of tasks, here's what 'agentic' actually means in production â€" and it's not what the marketing says. A third of my runtime is re-running the same action because the page re-rendered, the selector changed, or the site threw a Cloudflare interstitial.

Your 'AI agent' isn't agentic. It's a retry loop with a nicer error message.

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Useful takeaways from this story.

After thousands of tasks, here's what 'agentic' actually means in production â€" and it's not what the marketing says.

A third of my runtime is re-running the same action because the page re-rendered, the selector changed, or the site threw a Cloudflare interstitial.

Not reasoning, not planning â€" captchas, HLR phone lookups, cookie banners that overlay the button you need.

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The useful part

After thousands of tasks, here's what 'agentic' actually means in production â€" and it's not what the marketing says. A third of my runtime is re-running the same action because the page re-rendered, the selector changed, or the site threw a Cloudflare interstitial. Not reasoning, not planning â€" captchas, HLR phone lookups, cookie banners that overlay the button you need.

How it works

  • A 'fully autonomous' agent is really 'autonomous between human checkpoints.' The best agents are boring on purpose.
  • A reliable browser fingerprint, a clean IP, and a disposable inbox will get you further than a better system prompt.

Example or evidence

Details worth keeping

I run automation that gets called an AI agent. 'Autonomous' looks a lot like a while loop with exponential backoff. The human gives the SMS code, approves the card, unblocks the IP.

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