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The migration that should have been two migrations

The migration that should have been two migrations

Comments 2
4 min read
Multi-LLM routing in production: the failure modes nobody warns you about

Multi-LLM routing in production: the failure modes nobody warns you about

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Comments 3
6 min read
Proving What Your Agents Learned: The Behavior Audit Trail Problem

Proving What Your Agents Learned: The Behavior Audit Trail Problem

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5 min read
What Makes an AI System Production-Ready? Part 1: The Development Environment

What Makes an AI System Production-Ready? Part 1: The Development Environment

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Comments
5 min read
8 Things Factories Actually Want from Your Tech Pack (Not Another Excel File)

8 Things Factories Actually Want from Your Tech Pack (Not Another Excel File)

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7 min read
The Operational Maturity Gap: Why Agent Projects Stall After Launch

The Operational Maturity Gap: Why Agent Projects Stall After Launch

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5 min read
Why Your FastAPI App Works Locally But Fails in Production

Why Your FastAPI App Works Locally But Fails in Production

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3 min read
enabling AI's Full Potential: Bridging the Gap from Sandbox to Production

enabling AI's Full Potential: Bridging the Gap from Sandbox to Production

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6 min read
Benchmarking GPT-5.6 vs. Claude Code and OpenCode: 2.2x Speed and 27% Cost Efficiency Analysis

Benchmarking GPT-5.6 vs. Claude Code and OpenCode: 2.2x Speed and 27% Cost Efficiency Analysis

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2 min read
The 40% Cancellation Trap: Why Agentic AI Projects Die in Production 🪤

The 40% Cancellation Trap: Why Agentic AI Projects Die in Production 🪤

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Comments 2
6 min read
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
Incident — Deadlock Production

Incident — Deadlock Production

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15 min read
Logging — Request Logging

Logging — Request Logging

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13 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
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