Your AI Is Not Autocomplete
It's a fast junior who needs direction. Get it right and you ship faster. Get it wrong and you ship confident garbage.
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It's a fast junior who needs direction. Get it right and you ship faster. Get it wrong and you ship confident garbage.
The Shift
Today's agents touch your filesystem, run your tests, and fix their own mistakes. The bar moved.
Where It Shines
AI is happiest with scoped tasks where you can tell if it's right in under 60 seconds.
Where It Breaks
Hand it vague intent and you'll get confident wrongness. Speed without context is not speed at all.
What Works
Prompt, run, check, adjust. Fast. The agent gets useful exactly when feedback is cheap and quick.
The Mindset
Great teams don't toss prompts and pray. They build an environment where good output is the default.
Use AI where feedback is fast and evidence is honest. Everything else is theater.
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