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A collection of 2 posts
Will AI replace my accountant?
AI

Will AI replace my accountant?

Can local AI models handle invoice processing on consumer hardware — no cloud, no API bill, no invoice leaving the building? Mostly yes, even layouts they've never seen. The useful finding was where they don't belong: a script matched a transaction in 30ms, the model in 30 seconds.
29 Jul 2026 10 min read
I have tried vibe coding and I'm worried...
AI

I have tried vibe coding and I'm worried...

Vibe coding can build working apps incredibly fast—but speed hides long-term risks: abandoned apps with sensitive data, unpatched vulnerabilities, rising AI maintenance costs, and solutions that fail to scale, integrate, or meet secure-by-design principles.
21 Jul 2026 4 min read
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