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I spent 100 Hours Fine-Tuning AI on an 8GB Mac. One Line of RAG Beat It.
4:45
I spent 100 Hours Fine-Tuning AI on an 8GB Mac. One Line of RAG Beat It.

32 views

3mo ago

I Stacked RAG + Fine-Tuning on an 8GB Mac. Nothing Changed.
1:50
I Stacked RAG + Fine-Tuning on an 8GB Mac. Nothing Changed.

18 views

3mo ago

I Fine-Tuned for 100 Hours. RAG Beat It in One Line.
4:42
I Fine-Tuned for 100 Hours. RAG Beat It in One Line.

21 views

3mo ago

I Hand Labeled 100 Pairs The Model Still Won't Say MLX
5:04
I Hand Labeled 100 Pairs The Model Still Won't Say MLX

16 views

3mo ago

The 5 Prompt Eval That Killed My Fine Tune 8GB Mac, 2026
3:46
The 5 Prompt Eval That Killed My Fine Tune 8GB Mac, 2026

11 views

4mo ago

3B Model. 8GB Mac. Trained Fine. Then One Step Crashed Everything.
2:03
3B Model. 8GB Mac. Trained Fine. Then One Step Crashed Everything.

16 views

4mo ago

I Doubled My LoRA Layers. Nothing Changed. The Real Problem Is Worse.
1:52
I Doubled My LoRA Layers. Nothing Changed. The Real Problem Is Worse.

13 views

4mo ago

100 Hand-Labeled Examples. Accuracy Doubled. This Is Why Data Beats Hardware.
2:22
100 Hand-Labeled Examples. Accuracy Doubled. This Is Why Data Beats Hardware.

15 views

4mo ago

I Ran RLHF on an 8GB Mac for $0. The Result Surprised Me.
3:45
I Ran RLHF on an 8GB Mac for $0. The Result Surprised Me.

73 views

4mo ago

I Ran 90 Days of AI Training on a Mac. No Cloud. No GPU. Here's the Bill.
5:53
I Ran 90 Days of AI Training on a Mac. No Cloud. No GPU. Here's the Bill.

310 views

4mo ago

The Claude Router That Saves Devs $948/Year (60 Lines, $0 Local)
4:22
The Claude Router That Saves Devs $948/Year (60 Lines, $0 Local)

400 views

4mo ago

I Trained a 7B AI on a $1,600 Mac. Cloud GPUs Are Done.
1:45
I Trained a 7B AI on a $1,600 Mac. Cloud GPUs Are Done.

448 views

4mo ago

Build Your Own Private AI Assistant Running 100% Locally For Free
1:37
Build Your Own Private AI Assistant Running 100% Locally For Free

136 views

5mo ago

Stop Hard-Coding Claude Model IDs (404 Fix).
0:33
Stop Hard-Coding Claude Model IDs (404 Fix).

14 views

5mo ago

Your Claude API Bill Is 3x What It Should Be (One Setting Fix)
0:37
Your Claude API Bill Is 3x What It Should Be (One Setting Fix)

197 views

5mo ago

Fine-Tune a Small AI Model in 10 Minutes — No Cloud, No Cost
1:36
Fine-Tune a Small AI Model in 10 Minutes — No Cloud, No Cost

291 views

5mo ago

Bittensor Has a Fatal Flaw. Subnet 13 Just Fixed It.
2:10
Bittensor Has a Fatal Flaw. Subnet 13 Just Fixed It.

37 views

5mo ago

I Built an AI That Reads Every Email and Replies. Here's What Happened.
2:00
I Built an AI That Reads Every Email and Replies. Here's What Happened.

6 views

5mo ago

I Used Claude Code to Automate SEO. It Actually Worked.
5:18
I Used Claude Code to Automate SEO. It Actually Worked.

68 views

5mo ago

The AI Channel That Keeps You Ahead. Every Week.
0:31
The AI Channel That Keeps You Ahead. Every Week.

124 views

5mo ago

The AI Model War Just Got Personal. Here's Who's Winning.
4:16
The AI Model War Just Got Personal. Here's Who's Winning.

99 views

5mo ago

Your App Will Break in 8 Days (Claude Haiku 3 Retirement)
2:08
Your App Will Break in 8 Days (Claude Haiku 3 Retirement)

174 views

5mo ago

I Built a Python AI Agent in 30 Minutes. Full Code Inside.
3:18
I Built a Python AI Agent in 30 Minutes. Full Code Inside.

70 views

5mo ago

Claude Can Now Manage Its Own AI Agents. This Changes Everything.
4:10
Claude Can Now Manage Its Own AI Agents. This Changes Everything.

16 views

5mo ago

I Wrote Zero Code for a Week. AI Did Everything. Here's What Broke.
3:41
I Wrote Zero Code for a Week. AI Did Everything. Here's What Broke.

42 views

5mo ago

Claude Sonnet 4.6 Just Beat Last Year's Best AI. Same Price.
3:16
Claude Sonnet 4.6 Just Beat Last Year's Best AI. Same Price.

51 views

5mo ago

Anthropic's AI Found a Security Bug Humans Missed for 17 Years.
4:25
Anthropic's AI Found a Security Bug Humans Missed for 17 Years.

111 views

5mo ago

10 Claude Code Features Developers Are Completely Ignoring
3:55
10 Claude Code Features Developers Are Completely Ignoring

41 views

5mo ago

I Gave My AI a Long-Term Memory. Now It Never Forgets.
4:59
I Gave My AI a Long-Term Memory. Now It Never Forgets.

37 views

5mo ago

Microsoft Copilot 2026: Is It Finally Worth Using?
4:02
Microsoft Copilot 2026: Is It Finally Worth Using?

11 views

5mo ago

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