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07/09/2026
Agentic SDLC Loop Engineering: How Black Box Runs PR Review Gates at Scale (2026)
It's 2 a.m. and a bug fix lands in the queue, gets picked up by Codex, gets reviewed by Claude because Claude didn’t write it, gets flagged by three...
07/09/2026
What we learned after migrating 300+ customers from SonarQube to Codacy
With the growing adoption of agentic development workflows, we’ve seen an increase in SonarQube migrations over the last year, driven largely by...
28/08/2026
AI Code Review Governance Across Repositories: Why PR-Level Review Isn't Enough in 2026
Most engineering leaders running AI code reviews can point to a clean PR history and still not answer the one question that actually matters: is the...
Codacy Platform Company New Features AI in Software Engineering Trends Customers Showcase Guardrails AI Giants AI Inventory Software Risk & Compliance AI Risk Hub AI Reviewer The Future of Code Review AgentLinter Engineering Fundamentals Clean Code
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    28/08/2026
    Automation Bias in AI-Generated Code Review: Why Clean Code Still Ships Broken
    Look closely at your team's latest pull request. The syntax is pristine. The variable names perfectly match your enterprise style guide. The inline...
    28/08/2026
    AI Code Review Cost Per Pull Request: What Engineering Teams Actually Pay in 2026
    AI code review costs anywhere from a few cents per pull request to $25 per review, depending on the tool, review depth, and PR complexity.
    21/08/2026
    AI Coding Assistant Dependency Version Selection Risks: Stale, Bleeding Edge, or Non-Existent
    AI coding assistant dependency version selection risk describes the pattern of tools like GitHub Copilot, Cursor, and Claude Code choosing library...
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