AI Agent Harness: Why Code Quality Validation Belongs in the Loop (2026)
When an AI coding agent ships something broken, most engineering leaders still ask the same question: would a different model have done better? It's a...
18/09/2026
AI Code Review Tools Compared (2026): Why Most Can't Safely Block a Merge, and What Code Governance Fixes
Most AI code review tools sitting on your pull requests today cannot safely block a merge. Of the 14 tools compared here, three have no native...
16/09/2026
How to Build a Remediation Agent That Closes Its Own Issues with Codacy (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, reviewed by Claude, flagged by three more automated reviewers, and sits waiting...
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