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Why You Should Double-Check AI Output (Before It Ships)

Why You Should Double-Check AI Output (Before It Ships)

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6 min read
Please try to hack my fake store's AI support bot!

Please try to hack my fake store's AI support bot!

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Comments 1
1 min read
Stop AI From Inventing Facts in Document Extraction

Stop AI From Inventing Facts in Document Extraction

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2 min read
Determinism Injection

Determinism Injection

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3 min read
My AI Development Prompts

My AI Development Prompts

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10 min read
Why AI Output Is Inconsistent (and How to Fix It)

Why AI Output Is Inconsistent (and How to Fix It)

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6 min read
How to Audit AI Prompts: A Step-by-Step Guide

How to Audit AI Prompts: A Step-by-Step Guide

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5 min read
Once I wrote in the MCP tool description when to use the tool, AI agents called it

Once I wrote in the MCP tool description when to use the tool, AI agents called it

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37 min read
Your prompts are code. Manage them like data — but know what you lose when you do

Your prompts are code. Manage them like data — but know what you lose when you do

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4 min read
Vision-in-the-Loop: When the AI Rewrites Its Own Prompts from the Generated Frame

Vision-in-the-Loop: When the AI Rewrites Its Own Prompts from the Generated Frame

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7 min read
Six Phases: Diagnosing an Ad Generator's Regression Against Its Own Corpus

Six Phases: Diagnosing an Ad Generator's Regression Against Its Own Corpus

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5 min read
The Plan Gate Contradiction Chain: When a Planner Is Blind to Its Own Grading Criteria

The Plan Gate Contradiction Chain: When a Planner Is Blind to Its Own Grading Criteria

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7 min read
The Hallucinating Camera: Directing a Model That Has No Lens

The Hallucinating Camera: Directing a Model That Has No Lens

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5 min read
Prompt Engineering with Claude: Getting Reliable JSON Output in TypeScript

Prompt Engineering with Claude: Getting Reliable JSON Output in TypeScript

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8 min read
Building A Prompt Template That Works Without You In The Room

Building A Prompt Template That Works Without You In The Room

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4 min read
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