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Kristiyan Stoyanov

2.7K subscribers

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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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Joined December 3, 2011
12,975 total views

Featured video

Does Clean Architecture Help AI Coding Agents? I Tested It

11,546 views

2w ago

Videos

AI Code Review in CI: Catch What Tests Miss with Jev
3:48
AI Code Review in CI: Catch What Tests Miss with Jev

187 views

1d ago

Reinventing the Agent Loop | Plugging Jev in a Pi extension
10:08
Reinventing the Agent Loop | Plugging Jev in a Pi extension

287 views

6d ago

Everything you need to know about JEV | AI & LLM tutorial
24:33
Everything you need to know about JEV | AI & LLM tutorial

539 views

2w ago

Does Clean Architecture Help AI Coding Agents? I Tested It
24:56
Does Clean Architecture Help AI Coding Agents? I Tested It

11,000 views

2w ago

How to Train Your Own LLM Drafter: DFlash, SpecForge, Mooncake, vLLM & SGLang
32:19
How to Train Your Own LLM Drafter: DFlash, SpecForge, Mooncake, vLLM & SGLang

472 views

4w ago

Speculative Decoding Explained + Real Benchmarks on a Single DGX Spark
27:14
Speculative Decoding Explained + Real Benchmarks on a Single DGX Spark

102 views

2mo ago

This One AI Agent Habit Is Quietly Wasting Your Time and Money"
18:46
This One AI Agent Habit Is Quietly Wasting Your Time and Money"

52 views

3mo ago

Popular videos

Does Clean Architecture Help AI Coding Agents? I Tested It
24:56
Does Clean Architecture Help AI Coding Agents? I Tested It

11,000 views

2w ago

Everything you need to know about JEV | AI & LLM tutorial
24:33
Everything you need to know about JEV | AI & LLM tutorial

539 views

2w ago

How to Train Your Own LLM Drafter: DFlash, SpecForge, Mooncake, vLLM & SGLang
32:19
How to Train Your Own LLM Drafter: DFlash, SpecForge, Mooncake, vLLM & SGLang

472 views

4w ago

Reinventing the Agent Loop | Plugging Jev in a Pi extension
10:08
Reinventing the Agent Loop | Plugging Jev in a Pi extension

287 views

6d ago

AI Code Review in CI: Catch What Tests Miss with Jev
3:48
AI Code Review in CI: Catch What Tests Miss with Jev

187 views

1d ago

Speculative Decoding Explained + Real Benchmarks on a Single DGX Spark
27:14
Speculative Decoding Explained + Real Benchmarks on a Single DGX Spark

102 views

2mo ago

This One AI Agent Habit Is Quietly Wasting Your Time and Money"
18:46
This One AI Agent Habit Is Quietly Wasting Your Time and Money"

52 views

3mo ago