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The Model's JSON Was Almost Valid. I Made It Grade Its Own Homework for 48 Hours.

The Model's JSON Was Almost Valid. I Made It Grade Its Own Homework for 48 Hours.

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5 min read
The Free-Tier Fallacy: Five Myths About Coding Agents, Debunked with a Token Budget

The Free-Tier Fallacy: Five Myths About Coding Agents, Debunked with a Token Budget

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5 min read
Building Médicos por Venezuela: High-Performance Non-Profit Tech Stack

Building Médicos por Venezuela: High-Performance Non-Profit Tech Stack

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2 min read
Architectural Breakdown: Your Agent's Memory Is a Lie: A Durable, Queryable Memory Layer for Local L

Architectural Breakdown: Your Agent's Memory Is a Lie: A Durable, Queryable Memory Layer for Local L

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4 min read
How I Stopped One Viral Reel From Lying to My Analytics Pipeline

How I Stopped One Viral Reel From Lying to My Analytics Pipeline

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6 min read
Agent Runs Are Black Boxes: A Trace-First Debug Loop

Agent Runs Are Black Boxes: A Trace-First Debug Loop

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4 min read
The Approval Machine That Refuses Before It Drafts

The Approval Machine That Refuses Before It Drafts

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10 min read
Five Signs Your Python Application Needs an Experienced Engineer

Five Signs Your Python Application Needs an Experienced Engineer

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4 min read
Seven defaults in the Wan 3.0 video API that decide your bill before you write a prompt

Seven defaults in the Wan 3.0 video API that decide your bill before you write a prompt

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6 min read
Provenance is a testable property of an answer engine. I scored three of them.

Provenance is a testable property of an answer engine. I scored three of them.

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5 min read
The 7 errors everyone hits setting up the Threads API (and the exact fixes)

The 7 errors everyone hits setting up the Threads API (and the exact fixes)

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3 min read
A Redis Lua Rate Limiter for FastAPI That Returns Useful 429 Headers

A Redis Lua Rate Limiter for FastAPI That Returns Useful 429 Headers

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6 min read
I Seeded Bugs Into My Own PR to Test the AI Reviewer

I Seeded Bugs Into My Own PR to Test the AI Reviewer

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5 min read
Why Is Composition Often Better Than Inheritance?

Why Is Composition Often Better Than Inheritance?

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4 min read
Same pack, different CWD, different verdict

Same pack, different CWD, different verdict

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4 min read
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