how to get visibility into AI tools
The Visibility Problem Behind AI Tool Adoption in Engineering Teams
Executives are asking engineering teams to accelerate AI adoption. Most engineering leaders, though, cannot answer a basic question: which AI coding...
What Auditors Will Ask About AI-Generated Code in 2026
Developers are already using AI coding tools. The question auditors are starting to ask is not whether your team has an AI policy, but whether you can...
AI Is Breaking Code Review: How Engineering Teams Survive the PR Bottleneck
AI coding tools have made it easier to produce code, but they have not made it easier to ship it safely.
Introducing Codacy Skills (Part 1): Unblock Pull Requests with one prompt
More than 15,000 organizations rely on Codacy to review their pull requests against pre-defined quality, security, and AI coding standards. That...
The Complete Guide to Technical Debt Tracking for Engineering Leaders
Every engineering team knows technical debt exists. Far fewer can tell you exactly where it lives, how much it costs, or whether it is growing.
GitHub Copilot Code Review used to be included, from June 1st you pay twice
As LLMs mature and the model providers seek a return on their investment following huge spending on datacentres, it’s inevitable that the price of...

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