AI Code Review Is Not Enough: How Engineering Leaders Should Gate AI-Generated Code
The easiest pull requests to approve are often the ones that deserve the closest inspection. AI-generated code tends to arrive well formatted, well...
14/07/2026
A Global CX Software Company Closed 1,200 Security Issues with 90% Accuracy Using Codacy
This customer operates in a security-sensitive environment and has requested anonymity; all figures and quotes are as provided. The company scales...
14/07/2026
Why this Fintech Chose Codacy Over SonarQube, Semgrep, and GitHub Advanced Security
Given the compliance-sensitive nature of financial services, this customer chose to share their story anonymously. Learn how this fintech platform...
13/07/2026
Deterministic Static Analysis for AI Coding Workflows: How to Cut Token Cost Without Weakening Code Review
09/07/2026
Why Engineering Teams Keep Building In-House AI Code Review Tools, and What It Really Costs
LLMs made internal AI code review tools easy to prototype. They did, however, not make them easy to operate.
09/07/2026
Agentic Development Is Standardizing Faster Than Its Operating Model
Right now, an agent is probably opening pull requests against your production code. You may not be able to say which agent, who configured it, which...
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