Notes on building practical AI.
Field notes from automating and deploying AI for small and medium sized businesses — what works, what doesn't, and where the real leverage is hiding.
Local AI vs cloud AI: when each one earns its keep.
The honest tradeoffs between hosting your own models and renting tokens — with the cost crossover most teams miss.
Coming soon
The five workflows every SMB should automate first.
A practical priority list for owners who don't have time to research — ranked by hours saved per dollar spent.
Coming soon
Custom systems vs SaaS: the real cost over five years.
Why per-seat pricing eats your margin alive at scale, and when buying off-the-shelf still beats building.
Coming soon
More articles publishing soon