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The Dangers of Fine-Tuning: When Customizing a Model Breaks Its General Knowledge

The Dangers of Fine-Tuning: When Customizing a Model Breaks Its General Knowledge

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3 min read
How to Build an AI Presentation with Claude + Gamma (Step-by-Step Guide)

How to Build an AI Presentation with Claude + Gamma (Step-by-Step Guide)

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4 min read
LoRA and the Art of Model Surgery: How We Add New Knowledge Without Retraining

LoRA and the Art of Model Surgery: How We Add New Knowledge Without Retraining

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3 min read
Claude Code Tools Deep Dive #2 — EnterPlanMode: Why an Empty Schema Is a Design Choice

Claude Code Tools Deep Dive #2 — EnterPlanMode: Why an Empty Schema Is a Design Choice

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9 min read
Verify AI Output Before You Ship It: 3 Prompts to Check AI Accuracy

Verify AI Output Before You Ship It: 3 Prompts to Check AI Accuracy

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5 min read
5 Claude Code Prompts That Stop Small Changes From Breaking Your Project

5 Claude Code Prompts That Stop Small Changes From Breaking Your Project

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5 min read
I Stopped Re-Explaining My Codebase to AI Agents. Here Is What I Built Instead.

I Stopped Re-Explaining My Codebase to AI Agents. Here Is What I Built Instead.

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6 min read
Rewriting prose until the tests pass: everything passed, but the check that mattered never ran once

Rewriting prose until the tests pass: everything passed, but the check that mattered never ran once

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6 min read
Replicate, RunPod, and the Commoditization of Inference

Replicate, RunPod, and the Commoditization of Inference

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3 min read
Detailed instructions written for an earlier generation of AI models become harmful on today's models

Detailed instructions written for an earlier generation of AI models become harmful on today's models

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7 min read
Un “News Agent” per React Native: aggiornamenti automatici su Slack con Eve

Un “News Agent” per React Native: aggiornamenti automatici su Slack con Eve

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4 min read
Stop Reaching for a Bigger Model. Fix the Prompt First.

Stop Reaching for a Bigger Model. Fix the Prompt First.

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4 min read
The Model Zoo: Why We Have 100,000 Variants of the Same Architecture

The Model Zoo: Why We Have 100,000 Variants of the Same Architecture

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3 min read
Hugging Face and the GitHub-ification of AI

Hugging Face and the GitHub-ification of AI

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3 min read
I Built an AI Proposal Writer in 2 Weeks. Here's the Exact Prompt Architecture That Made It Work.

I Built an AI Proposal Writer in 2 Weeks. Here's the Exact Prompt Architecture That Made It Work.

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2 min read
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