Blog
Notes on AI, automation, and software that actually works.
No hot takes for the sake of it — just what we learn from building this stuff for real clients.
Why most automation projects stall after the demo
The pilot works. Then it sits there. Here's the pattern we see across almost every automation project that never makes it to production.
Read the post →The AI features worth building — and the ones that aren't
Not every workflow needs a model. A simple test for deciding whether an AI feature actually earns its place in your product.
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