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Bulletproofing LLM Structured Output in Python: Healing Retries, Cost Caps, and Drift Detection (Runnable Code)

Bulletproofing LLM Structured Output in Python: Healing Retries, Cost Caps, and Drift Detection (Runnable Code)

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10 min read
How I Used Nemotron 3 to Help Me Find the Perfect Dishrack

How I Used Nemotron 3 to Help Me Find the Perfect Dishrack

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5 min read
If LLMs Were ATMs, Would You Still Count Your Money?

If LLMs Were ATMs, Would You Still Count Your Money?

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3 min read
Enterprise AI Agents Are Everywhere. The Hard Part Is Trusting Them.

Enterprise AI Agents Are Everywhere. The Hard Part Is Trusting Them.

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3 min read
I was mass-sending everything to GPT-4. Here's what I changed.

I was mass-sending everything to GPT-4. Here's what I changed.

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3 min read
Why comparing average scores is the wrong way to evaluate LLM prompts (and what to do instead)

Why comparing average scores is the wrong way to evaluate LLM prompts (and what to do instead)

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6 min read
Why doesn’t a universal SDK for coding agents exist yet?

Why doesn’t a universal SDK for coding agents exist yet?

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1 min read
Don't forget to say "please".

Don't forget to say "please".

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3 min read
🐘 The Pink Elephant Problem in AI: Why “Don’t Do This” Makes LLMs Do Exactly That

🐘 The Pink Elephant Problem in AI: Why “Don’t Do This” Makes LLMs Do Exactly That

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3 min read
The Silent Freeze: When Your Model Runs Out of Credits Mid-Conversation

The Silent Freeze: When Your Model Runs Out of Credits Mid-Conversation

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1 min read
Cost Optimization Techniques for Large Language Models and AI Systems

Cost Optimization Techniques for Large Language Models and AI Systems

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2 min read
One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch

One Open Source Project a Day (61): Hello-Agents — A Practical Guide to Building AI Native Agents from Scratch

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3 min read
The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

The AI Stack: A Practical Guide to Building Your Own Intelligent Applications

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5 min read
Zero-Cost AI: Running LLMs Locally in the Browser

Zero-Cost AI: Running LLMs Locally in the Browser

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12 min read
Agents assemble. One agent is a hire. Many agents are a workforce.

Agents assemble. One agent is a hire. Many agents are a workforce.

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5 min read
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