# The AI-Assisted Engineering Workflow I Use Day to Day

DevFeed: [The AI-Assisted Engineering Workflow I Use Day to Day](<https://devfeed.tech/articles/the-ai-assisted-engineering-workflow-i-use-day-to-day-35010.md>)

Original publisher: [Read original article](<https://read.theaimerge.com/p/ai-assisted-engineering-workflow>)

Author: Alex Razvant

Published: 2026-06-28T13:01:33Z

Content type: tutorial

Language: en

Sources: [Neural Bits](<https://devfeed.tech/sources/neural-bits.md>)

Topics: [AI-assisted coding](<https://devfeed.tech/topics/ai-assisted-coding.md>), [Loop Engineering](<https://devfeed.tech/topics/loop-engineering.md>), [Test-driven development](<https://devfeed.tech/topics/tdd.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [codex](<https://devfeed.tech/topics/codex.md>), [Production Engineering](<https://devfeed.tech/topics/production-engineering.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [codex](<https://devfeed.tech/tags/codex.md>), [coding-agents](<https://devfeed.tech/tags/coding-agents.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [production](<https://devfeed.tech/tags/production.md>), [tdd](<https://devfeed.tech/tags/tdd.md>), [validation](<https://devfeed.tech/tags/validation.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

## AI overview

The article presents a controlled workflow for AI-assisted engineering with Claude, Codex, and other coding agents. It describes intake, task decomposition, test-driven development, bounded implementation, review gates, system validation, and sign-off while keeping the engineer involved throughout.

## Source excerpt

How I structure intake, slicing, TDD, implementation, review gates, system validation, and signoff when working with Claude, Codex, and coding agents in production engineering work.