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Why this blog exists
Most writing about AI sits at one of two extremes. Product posts describe what a system does without saying how it works or what it costs. Papers describe the mechanism and assume you already know why the problem is hard.
Neither helps when you have to ship the thing, keep it inside a latency budget, and explain the bill.
So I write the version I wanted: each system worked out end to end, with the reasoning left in. Not just the architecture, but the obvious approach, exactly where it fell over, and what the fix costs you.
What you’ll find here
Long, diagram-heavy walkthroughs. Numbers you can check. Interactive pieces where a slider explains something that prose cannot.
Get in touch
Corrections are welcome and credited — email me or open an issue on GitHub.