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6 Steps for Safely Changing Existing Code while using Test Code Generation Agents during your development

Summary Pull Request Coverage offers a clearer and more accurate way to measure the quality of code being introduced in a PR. Unlike global project coverage, which can hide newly introduced untested logic, PR...

Many API security failures aren’t caused by unknown vulnerabilities or sophisticated attacks. They stem from implicit assumptions, authorization rules and data-access...

As the ExpressoTS codebase grew, test coverage no longer reflected real confidence in the system. Using Early, an AI code generation agent that writes executable unit test...

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AI-assisted code generation ⓘ is no longer experimental—it’s rapidly becoming the standard across engineering teams. Code that once took days to write can now be produced in...

It would be ideal if software were developed without bugs. In reality, bugs are introduced every time new code is written, and this is getting 100× worse in the era of...

Guardrails, Infrastructure & the Developer’s New Role

What Is Vibe Coding? A 2025 Guide to Prompt-Driven Development with AI

This is my second article in the journey of AI for testing following From AI Assistants to Collaborative Agents: The Future of Software Testing .

The CEOs of Shopify and Fiverr recently reminded us that AI is no longer optional - it's becoming the backbone of modern workflows. Yet, the term “AI” covers a wide range...

Code review is meant to build confidence, yet more often it adds friction through the back and forth that slows delivery and drains energy from the team. This growing pain in code review have made AI-enabled review...