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A methodology for software development built for the AI era. Accountable · Precise · Expert-led · eXpedient. For teams that are done pretending process is the same as progress.

I fine-tuned a text-to-speech model to sound like Finland's former president using his 1975 New Year's speech and a MacBook M4. Spoiler: it mostly worked, but Finnish pronunciation needs GPU love.

A comprehensive breakdown of LLM training costs, covering GPU infrastructure requirements, cost analysis for 20B and 120B parameter models, deployment considerations, and practical optimization strategies to reduce expenses while maintaining performance.

Practical guide to using AI for coding. What its actually good at. What it fails at. How to ship without the hype.