What it is
Independent coverage of AI for the people actually shipping it. Three pillars: the hardware running production inference and training, the models teams put to work, and the robotics where AI shows up off-screen. Reviews, benchmarks, and buying guidance for operators building real systems.
Why it exists
AI coverage is a barbell: breathless launch posts on one end, dry whitepapers on the other. Buyers and builders need a middle ground written by someone who has to pick a GPU tier on Monday, run an eval suite on Wednesday, and spec a robotics integrator by next quarter.
MadCoolStuff sits in that middle. Not breathless, not academic. The voice of someone who has to actually buy the thing, deploy the thing, and live with the thing.
What you'll find here
Hands-on hardware reviews with real workloads. Model write-ups grounded in production use, not benchmark gaming. Robotics coverage that treats the system as the product, not the demo reel. Buying guides organized by job-to-be-done: "local inference under $4k," "single-workstation fine-tune rig," "small-model picks for an on-prem deployment," "integrator picks for a 5-axis cell."
Who it's for
Engineers, researchers, and buyers making real procurement and architecture decisions. Already shipping, or about to. Not the leaderboard crowd, not the keynote-watching crowd.
Status
The editorial engine is in build. The domain is live and the framework is landing piece by piece: the hardware vertical first, then models and robotics. Follow the ↗ link above for the current state.