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AI Code Generation: The Hallucination Tax

AI Code Generation: The Hallucination Tax

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5 min read
Single-Model vs Multi-Model AI Code Review: What I Learned Running Both

Single-Model vs Multi-Model AI Code Review: What I Learned Running Both

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5 min read
Type-Guided Constrained Decoding: How to Stop LLMs from Hallucinating Code

Type-Guided Constrained Decoding: How to Stop LLMs from Hallucinating Code

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7 min read
Partial validation is worse than no validation

Partial validation is worse than no validation

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1 min read
Why Your Vibe-Coded Project Falls Apart and How to Fix Your Workflow

Why Your Vibe-Coded Project Falls Apart and How to Fix Your Workflow

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5 min read
Part 2 of 3 — Engineering Intent Series - Engineering Intent: The Anatomy of ISL

Part 2 of 3 — Engineering Intent Series - Engineering Intent: The Anatomy of ISL

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4 min read
TypeScript Testing Patterns: Unit, Integration, and E2E Strategies That Scale

TypeScript Testing Patterns: Unit, Integration, and E2E Strategies That Scale

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7 min read
Token Cost Is the New Performance Metric

Token Cost Is the New Performance Metric

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6 min read
How to Detect Hidden Bugs in AI-Generated Code (2026)

How to Detect Hidden Bugs in AI-Generated Code (2026)

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7 min read
Sprint 7 Retrospective: Quality Gates & Human Experience

Sprint 7 Retrospective: Quality Gates & Human Experience

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6 min read
AI Loves to Over-Engineer Your Code (And You're Letting It)

AI Loves to Over-Engineer Your Code (And You're Letting It)

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2 min read
I Reviewed 50 AI Pull Requests — Here Are the 7 Mistakes I Keep Seeing

I Reviewed 50 AI Pull Requests — Here Are the 7 Mistakes I Keep Seeing

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3 min read
# 🌟 Design Principles of Software 🌟

# 🌟 Design Principles of Software 🌟

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3 min read
8 JavaScript Mistakes I See in Every Code Review (And How to Fix Them)

8 JavaScript Mistakes I See in Every Code Review (And How to Fix Them)

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3 min read
🐱 Stop Using `env()` in Runtime Code

🐱 Stop Using `env()` in Runtime Code

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2 min read
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