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How to Implement Function Calling with Structured Outputs

How to Implement Function Calling with Structured Outputs

Comments 1
4 min read
My AI agent's citations were fine. My citation checker was the liar.

My AI agent's citations were fine. My citation checker was the liar.

Comments
4 min read
How to Build a Repeatable AI Search Visibility Benchmark

How to Build a Repeatable AI Search Visibility Benchmark

Comments 3
3 min read
50 minutes from issue to merged fix: when the readers find the boundary you shipped past

Reader comments turned into live code in hours

50 minutes from issue to merged fix: when the readers find the boundary you shipped past

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Comments 8
5 min read
Why I run speech-to-text locally instead of calling a cloud API

Why I run speech-to-text locally instead of calling a cloud API

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Comments 2
3 min read
Your Agent Isn't Losing Memory. It's Rotting.

Your Agent Isn't Losing Memory. It's Rotting.

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Comments 4
4 min read
I watched my LLM bill for 30 days. The 30x cache lever is real.

I watched my LLM bill for 30 days. The 30x cache lever is real.

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Comments 1
3 min read
When Two AI Reviewers Disagree, Read What They Both Rejected

When Two AI Reviewers Disagree, Read What They Both Rejected

Comments 2
7 min read
Building an Observable AI Market Research Agent with SigNoz

Building an Observable AI Market Research Agent with SigNoz

Comments
1 min read
A Reader Audited My OSS Release in Public. He Found the Contradictions I Missed.

A Reader Audited My OSS Release in Public. He Found the Contradictions I Missed.

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Comments 8
7 min read
I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

I Trained a 6.4M-Parameter Transformer From Scratch to Talk About Recipes

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Comments
5 min read
I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

Adversarial testing reveals RAG failure modes

I Almost Shipped a RAG Assistant That Lied About APIs That Don't Exist

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Comments 28
8 min read
Loop Engineering Is Mostly Papering Over a Model That Won't Converge

Loop Engineering Is Mostly Papering Over a Model That Won't Converge

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Comments 2
4 min read
I built a CLI that tells you if your codebase fits an LLM's context window

I built a CLI that tells you if your codebase fits an LLM's context window

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Comments
2 min read
I built a production AI agent as a Honda service advisor. Then I read the textbook.

I built a production AI agent as a Honda service advisor. Then I read the textbook.

Comments
7 min read
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