3Bird AI Lab
Articles on AI-assisted software development: taking AI prototypes to production, AI governance, and how 3Bird’s AI-Sitters combine AI speed with human review.
Which AI is actually running in your company?
At most companies AI arrived through people, not through a decision. What an audit maps, where it goes wrong in practice, and…
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Your prototype works. That’s not the same as finished.
Vibe coding gets you to something that works remarkably fast. Getting it to production is a different job, with hard numbers now…
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Why AI-Generated Code Still Needs Human QA (And Always Will)
AI generates code that looks correct far more often than it is correct. Here's a clear-eyed look at what AI gets wrong…
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When to Switch from AI Lab to Dedicated Developers
AI Lab is for building fast. 3Bird People is for building to last. Here's how to know when it's time to make…
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How to Build a Production-Ready MVP in 10 Days
A working, investor-ready MVP in 10 business days isn't a stretch goal — it's a repeatable process. Here's the exact playbook 3Bird…
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AI-Sitters: The Missing Layer Between AI Speed and Production Quality
AI tools generate code that looks correct far more often than it is correct. AI-Sitters are the senior engineers who close that…
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