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From Zero to Debug: A Software Engineer‘s Guide to Fixing Your First PCB

From Zero to Debug: A Software Engineer‘s Guide to Fixing Your First PCB

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4 min read
From Warnings to Evidence: Reproducing Java Runtime Failures with Testcontainers

From Warnings to Evidence: Reproducing Java Runtime Failures with Testcontainers

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3 min read
How We Cut Our QA Team — and What Happened to the Bugs

How We Cut Our QA Team — and What Happened to the Bugs

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12 min read
91% pass rate. Gate green. Shipped. Worst regression we had all quarter.

91% pass rate. Gate green. Shipped. Worst regression we had all quarter.

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2 min read
MSW vs Hosted Mock APIs: When To Use Each

MSW vs Hosted Mock APIs: When To Use Each

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3 min read
From 'How to Test AI Code' to 'What Makes Us Human'

From 'How to Test AI Code' to 'What Makes Us Human'

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11 min read
Why staging environments mislead and how to build reliable testing

Why staging environments mislead and how to build reliable testing

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3 min read
Opus 4.8, Qwen, DeepSeek, and a Claude Code Failure: What I Could Actually Reproduce

Opus 4.8, Qwen, DeepSeek, and a Claude Code Failure: What I Could Actually Reproduce

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3 min read
Model or Method? Building a Deterministic Lab to Measure an AI Agent Fleet's Own Behavior

Model or Method? Building a Deterministic Lab to Measure an AI Agent Fleet's Own Behavior

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8 min read
Automated Accessibility Testing: axe-core, Keyboard Navigation, and WCAG in the Browser

Automated Accessibility Testing: axe-core, Keyboard Navigation, and WCAG in the Browser

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6 min read
AI Integration in Software Development: Addressing Predicted High Costs and Negative Consequences

AI Integration in Software Development: Addressing Predicted High Costs and Negative Consequences

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8 min read
Python pytest: Write Tests That Actually Help You

Python pytest: Write Tests That Actually Help You

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3 min read
How I Test Node.js Digest Emails Without Shared Inbox Noise

How I Test Node.js Digest Emails Without Shared Inbox Noise

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4 min read
New Benchmark for Cloud Tasks

New Benchmark for Cloud Tasks

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7 min read
The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

The hard part of attacking an AI isn't breaking it. It's telling real harm from fake.

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7 min read
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