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The AI-Augmented Developer: A Practical Guide to Refactoring and TDD with Cursor

The AI-Augmented Developer: A Practical Guide to Refactoring and TDD with Cursor

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10 min read
Why AI Projects Fail Even with Great Models

Why AI Projects Fail Even with Great Models

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3 min read
Why We Skipped Packaging for Production

Why We Skipped Packaging for Production

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5 min read
Plan First. Two Councils. No Exceptions.

Plan First. Two Councils. No Exceptions.

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4 min read
Rules That Know Where They Are

Rules That Know Where They Are

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4 min read
Discover Before You Refactor

Discover Before You Refactor

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5 min read
Archetype: The Bear Killer

Archetype: The Bear Killer

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4 min read
Your LLM didn't fail. Your application trusted it too much.

Your LLM didn't fail. Your application trusted it too much.

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1 min read
Building AILEF: A Universal Engineering Framework for the AI Lifecycle

Building AILEF: A Universal Engineering Framework for the AI Lifecycle

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2 min read
Engineering a Defensible Suspect-Condition Pipeline (Identify Validate Capture)

Engineering a Defensible Suspect-Condition Pipeline (Identify Validate Capture)

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2 min read
Deterministic Guardrails: Stop LLM Tool Calling Failures at Runtime

Deterministic Guardrails: Stop LLM Tool Calling Failures at Runtime

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3 min read
The GitBook migration trap

The GitBook migration trap

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3 min read
Why Your Salesforce Code Breaks on Other Orgs

Why Your Salesforce Code Breaks on Other Orgs

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4 min read
AI Can Write Code. But Who Reviews the Thinking?

AI Can Write Code. But Who Reviews the Thinking?

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4 min read
Technical Documentation Template: Build Product Docs With a Tested Structure

Technical Documentation Template: Build Product Docs With a Tested Structure

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5 min read
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