# Agentic Code Quality

DevFeed: [Agentic Code Quality](<https://devfeed.tech/articles/agentic-code-quality-18044.md>)

Original publisher: [Read original article](<https://addyo.substack.com/p/agentic-code-quality>)

Author: Addy Osmani

Published: 2026-08-08T14:31:15Z

Content type: opinion

Language: en

Sources: [Elevate](<https://devfeed.tech/sources/elevate.md>)

Topics: [Code quality](<https://devfeed.tech/topics/code-quality.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [mutation-testing](<https://devfeed.tech/topics/mutation-testing.md>), [Code review](<https://devfeed.tech/topics/code-review.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [code-quality](<https://devfeed.tech/tags/code-quality.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [mutation-testing](<https://devfeed.tech/tags/mutation-testing.md>), [testing](<https://devfeed.tech/tags/testing.md>)

## AI overview

The article argues that code quality for agent-generated software depends on constraints enforced by the surrounding harness, environment, and operating system. It describes quality gates including unit, property, and acceptance tests, mutation testing, code-quality metrics, and checks on proposed changes, while noting risks from autonomy, ambiguity, brittle environments, nondeterministic builds, missing permissions, and weak tests.

## Source excerpt

Quality now depends on the constraints you set around your agents.