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What I Learned Building a Diabetes Management Website

What I Learned Building a Diabetes Management Website

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2 min read
We Could Have Shipped on Local Models Alone

We Could Have Shipped on Local Models Alone

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Comments 2
12 min read
I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

I Let an LLM Rewrite Its Own Prompt. The Real Win Was the Gate That Rejected It.

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Comments 1
6 min read
THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding

THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding

Comments
4 min read
I Thought This Was a Classification Problem. It Wasn't.

I Thought This Was a Classification Problem. It Wasn't.

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Comments
6 min read
My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.

My Self-Improving Agent Still Couldn't Improve. That Was the Breakthrough.

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Comments 3
7 min read
The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement

The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement

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Comments 5
5 min read
When Your Benchmark Finally Tells the Truth

When Your Benchmark Finally Tells the Truth

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Comments 6
8 min read
I Thought Role Separation Would Fix the Optimizer. It Didn't.

I Thought Role Separation Would Fix the Optimizer. It Didn't.

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Comments 7
6 min read
I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.

I Thought the Optimizer Was the Product. I Was Wrong. The Gate Was.

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Comments 4
5 min read
I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed.

I Tried 4 Models to Save My Self-Improving Agent. All 4 Failed.

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7 min read
I Compared a Local 4B, a Better Cloud Model, and Role Separation. The Results Were Weird.

I Compared a Local 4B, a Better Cloud Model, and Role Separation. The Results Were Weird.

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Comments 3
6 min read
My Agent Found Real Improvements. The Statistics Still Killed the Promotion.

My Agent Found Real Improvements. The Statistics Still Killed the Promotion.

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Comments 3
6 min read
I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

I Published Every Flaw My Safety Tool Can't Catch. It Made It More Credible, Not Less.

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Comments 4
8 min read
My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

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Comments 9
7 min read
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