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The uniqueness check that lied to me for months

The uniqueness check that lied to me for months

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6 min read
Open-Weight Model Rollout Checklist: Ship Cheaper AI Without Breaking Trust

Open-Weight Model Rollout Checklist: Ship Cheaper AI Without Breaking Trust

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9 min read
Logging — Request Logging

Logging — Request Logging

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13 min read
Incident — Deadlock Production

Incident — Deadlock Production

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15 min read
🔍 Why Do EDI Files Still Fail in Production Despite Extensive Testing?

🔍 Why Do EDI Files Still Fail in Production Despite Extensive Testing?

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1 min read
Specs replace code? Not until specs stop lying

Specs replace code? Not until specs stop lying

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4 min read
Building Agentic Workflows That Don't Fall Apart in Production: What I've Learned the Hard Way

Building Agentic Workflows That Don't Fall Apart in Production: What I've Learned the Hard Way

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7 min read
Structured output broke on us three times. The third time taught us operator-ready.

Structured output broke on us three times. The third time taught us operator-ready.

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4 min read
How to Reduce OpenAI API Costs in Production (2026 Guide)

How to Reduce OpenAI API Costs in Production (2026 Guide)

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19 min read
The Hidden Bug in AI-Generated Code (and How I Caught It in Production)

The Hidden Bug in AI-Generated Code (and How I Caught It in Production)

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4 min read
Every Developer Googles Things They Should Already Know

Every Developer Googles Things They Should Already Know

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2 min read
Building Evals That Don't Lie: How to Make AI Evaluation Reliable in Production

Building Evals That Don't Lie: How to Make AI Evaluation Reliable in Production

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5 min read
Building a Production-Grade API System with .NET, gRPC, and Microservices Architecture

Building a Production-Grade API System with .NET, gRPC, and Microservices Architecture

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15 min read
To Team Void, My Second Home

To Team Void, My Second Home

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2 min read
The 80/20 Rule of AI Code: Why Production Takes 80% of Your Time

The 80/20 Rule of AI Code: Why Production Takes 80% of Your Time

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5 min read
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