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# codequality

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Each /slop Is a Calibration Signal — AI-SLOP Detector v3.6.0 and the Claude Code Skill

Each /slop Is a Calibration Signal — AI-SLOP Detector v3.6.0 and the Claude Code Skill

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5 min read
I built a GitHub App that enforces your code standards on every PR — here's why

I built a GitHub App that enforces your code standards on every PR — here's why

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1 min read
setup config.py

setup config.py

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1 min read
Why Deleting Code Is the Most Productive Thing You'll Do This Week

Why Deleting Code Is the Most Productive Thing You'll Do This Week

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3 min read
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
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