The Best Model Ever Is Too Dangerous to Use (Always)
Every frontier model is the best model ever. It's also cheaper than the best model ever. And it changes everything. Just like the last best model ever.
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The Cleric Class: FinOps, DevOps, SRE
Process discipline is a strength. Process superstition is a monster.
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The Infinite Backlog Engine
AI didn't just make execution faster. It made the backlog fill faster too—and most teams only see the first part.
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The Wizard Class: When Analysis Becomes Avoidance
The smartest person on your team is also the one most likely to build something nobody needs.
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Why You Can't Say It Out Loud: Slop Codex and the Patterns You Won't Name
The thing that makes AI-assisted coding hard to talk about isn't the technology. It's that saying what you see feels like an accusation.
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When Your Codebase Starts to Congeal
It passes tests. It ships. It almost works. And then nobody can touch it.
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The Scroll of Borrowed Fluency: When Reading Replaces Building
You sound like you know what you're talking about. You don't.
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The Fighter Class: When Speed Becomes the Risk
AI didn't make your best developer faster. It made them more dangerous.
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The Phantom Intern: Good Code Nobody Can Explain
The code works. The tests pass. Nobody knows why.
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The Alignment Grid Was Making the Book Worse
We replaced a confusing 3×3 alignment system with plain-English operating modes and leaner character sheets.
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When Your AI Agent Has No Spending Limit
An AI agent burned $6,531 in 24 hours. Unlimited keys and broad permissions turn a useful tool into an unattended financial risk.
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The Oversight Gap: Autonomy Is Not Accountability
Autonomous systems promise less overhead, but every real-world failure reveals the same problem: someone still has to understand, supervise, and stop them.
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The AI Coding Gap Is Experience
AI coding tools reward developers who have learned, through production failures, when a plausible suggestion is wrong.
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Stop Driving a Ferrari to Fix a Comma
Most AI tasks do not need the most expensive model. Right-size the model before the bill, the energy use, and the habit get out of hand.
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Tokens Are Not Employees
Token volume is not a substitute for software judgment, domain knowledge, or the people who know what a system can safely change.
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Meet the Scope Creep Kraken
AI didn’t invent scope creep. It just removed the friction that used to stop it.
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