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How I Got AI to Actually Write Useful Unit Tests (Without Hallucinating)

How I Got AI to Actually Write Useful Unit Tests (Without Hallucinating)

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4 min read
Data Quality Kills More Strategies Than Bad Logic

Data Quality Kills More Strategies Than Bad Logic

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2 min read
How to Test Magic Link Authentication in Playwright (No API Key, No Regex)

How to Test Magic Link Authentication in Playwright (No API Key, No Regex)

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4 min read
Foundry Fuzzing vs Invariant Testing: When Each One Finds the Bug

Foundry Fuzzing vs Invariant Testing: When Each One Finds the Bug

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3 min read
5 OpenAPI Mistakes That Break Every Test Generator I've Tried

5 OpenAPI Mistakes That Break Every Test Generator I've Tried

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5 min read
I Used 5 AI Code Review Tools for a Month — Here's What Actually Works

I Used 5 AI Code Review Tools for a Month — Here's What Actually Works

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3 min read
I built a tool that pairs behavioral tracking with feedback clustering to auto-patch bugs.

I built a tool that pairs behavioral tracking with feedback clustering to auto-patch bugs.

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2 min read
How to E2E Test Supabase Auth Email Flows in Playwright (No Docker, No InBucket)

How to E2E Test Supabase Auth Email Flows in Playwright (No Docker, No InBucket)

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4 min read
Building an API Test Data Factory Without Faker (and Why You Might Want To)

Building an API Test Data Factory Without Faker (and Why You Might Want To)

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5 min read
Preparing for Migration: Decoupling Your Function Logic

Preparing for Migration: Decoupling Your Function Logic

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14 min read
API Versioning Tests: 3 Cases Almost Every Team Misses

API Versioning Tests: 3 Cases Almost Every Team Misses

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5 min read
How we stopped our AI assistant from hallucinating bug fixes

How we stopped our AI assistant from hallucinating bug fixes

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3 min read
How to Do a Website Accessibility Audit (Step by Step)

How to Do a Website Accessibility Audit (Step by Step)

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2 min read
1,000 Errors, One Google Sheet, and Five Hours I Will Never Get Back

1,000 Errors, One Google Sheet, and Five Hours I Will Never Get Back

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5 min read
I open-sourced 24 QA skills for Claude Code — from spec to release

I open-sourced 24 QA skills for Claude Code — from spec to release

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4 min read
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