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14/07/2026
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...
Codacy Platform Company New Features Trends AI in Software Engineering Customers Showcase Guardrails AI Giants AI Inventory Software Risk & Compliance The Future of Code Review AI Reviewer AI Risk Hub AgentLinter Engineering Fundamentals Clean Code
    15/07/2026
    Deterministic Static Analysis for AI Coding Workflows: How to Cut Token Cost Without Weakening Code Review
    An AI coding agent opens a pull request. Another agent reviews it, searches the repository, reads a few irrelevant files, pulls more context into the...
    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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