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Kristiyan Stoyanov
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Real experiments with local AI. No hype, no polished demos — just what actually works, what doesn't, and what I learned along the way.

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16:21

Can a Local Model Replace a Hosted Decision API? I Tested 10

Kristiyan Stoyanov

Shared 1 week ago

142 views

19:38

AI Writes Code Faster. Why Aren't We Shipping Faster?

Kristiyan Stoyanov

Shared 2 weeks ago

435 views

3:48

AI Code Review in CI: Catch What Tests Miss with Jev

Kristiyan Stoyanov

Shared 3 weeks ago

311 views

10:08

Can an AI Supervisor Stop a Coding Agent Going Off Track?

Kristiyan Stoyanov

Shared 1 month ago

529 views

24:33

When Should Your AI Agent Use a Decision Model?

Kristiyan Stoyanov

Shared 1 month ago

680 views

24:56

Does Clean Architecture Help AI Coding Agents? I Tested It

Kristiyan Stoyanov

Shared 1 month ago

12K views

32:19

Can Training a Draft Model Make My Local LLM Faster?

Kristiyan Stoyanov

Shared 1 month ago

540 views

27:14

Speculative Decoding Explained + Real Benchmarks on a Single DGX Spark

Kristiyan Stoyanov

Shared 3 months ago

108 views

18:46

This One AI Agent Habit Is Quietly Wasting Your Time and Money"

Kristiyan Stoyanov

Shared 4 months ago

53 views