AI Agent Security Backlog Remediation Pipeline: How to Build a Remediation Agent That Closes Its Own Issues (2026)
This article lays out a reference architecture based on real remediation agents that a European retail giant with 1,500 software engineers has built on...
14/09/2026
Introducing Codacy Skills (Part 4): Scan and fix your code before you push
Codacy Skills teach coding agents like Claude Code to run Codacy from the terminal where the code is written: working findings, tuning rules, wiring up...
10/09/2026
Loop Engineering: How Codacy Dogfoods Verity With Its Own AI Agents (2026)
Most teams working with AI coding agents are still at the same stage: a person prompts the agent, reads the diff, and decides whether to ship it....
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...
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.
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