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Our few-shot examples came from the eval set. The 0.94 was fiction.

Our few-shot examples came from the eval set. The 0.94 was fiction.

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13 min read
How to Test AI Agents Before Production

How to Test AI Agents Before Production

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2 min read
[Hands-on] Guide to Locally Testing Athenz Before Opening a PR

[Hands-on] Guide to Locally Testing Athenz Before Opening a PR

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5 min read
Your Flaky Tests Aren't Flaky

Your Flaky Tests Aren't Flaky

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6 min read
I am building Reqbook: a notebook for API workflows

I am building Reqbook: a notebook for API workflows

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1 min read
The Safety Net Is an Accessibility Feature: ADHD, AI, and How I Actually Build Software

The Safety Net Is an Accessibility Feature: ADHD, AI, and How I Actually Build Software

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7 min read
Testing the SaaS Journeys That Break Across Tabs, Tenants, Regions, and Email

Testing the SaaS Journeys That Break Across Tabs, Tenants, Regions, and Email

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6 min read
Differential testing found bugs in all three official TOON implementations — and outlived a moving spec

Differential testing found bugs in all three official TOON implementations — and outlived a moving spec

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4 min read
The last hour before you hand off a client site — a pre-delivery QA checklist that ends in SHIP / DO NOT SHIP

The last hour before you hand off a client site — a pre-delivery QA checklist that ends in SHIP / DO NOT SHIP

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2 min read
Iterative Security Audit: 45 Probes, 0 Critical, 6 Regression Tests Kept

Iterative Security Audit: 45 Probes, 0 Critical, 6 Regression Tests Kept

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4 min read
A Docker Builder Recipe for Cypress & Playwright in CI

A Docker Builder Recipe for Cypress & Playwright in CI

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5 min read
Why your synthetic fintech data fails code review (and how mixture models fix it)

Why your synthetic fintech data fails code review (and how mixture models fix it)

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2 min read
Building a Self-Healing Test Suite ~ My Honest Version

Building a Self-Healing Test Suite ~ My Honest Version

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6 min read
What Actually Breaks Test Automation After the Demo

What Actually Breaks Test Automation After the Demo

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15 min read
A Cookie-Free Embeddable Support Widget: What Adversarial Review Caught

A Cookie-Free Embeddable Support Widget: What Adversarial Review Caught

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3 min read
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