# Agentic code workflows with Nick Tune

DevFeed: [Agentic code workflows with Nick Tune](<https://devfeed.tech/articles/agentic-code-workflows-with-nick-tune-38683.md>)

Original publisher: [Read original article](<https://newsletter.techworld-with-milan.com/p/agentic-code-workflows-with-nick>)

Author: Dr Milan Milanović

Published: 2026-03-26T16:01:37Z

Content type: article

Language: en

Sources: [Tech World With Milan Newsletter](<https://devfeed.tech/sources/tech-world-with-milan-newsletter.md>)

Topics: [agentic-coding](<https://devfeed.tech/topics/agentic-coding.md>), [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Code quality](<https://devfeed.tech/topics/code-quality.md>), [code reviews](<https://devfeed.tech/topics/code-reviews.md>), [Test-driven development](<https://devfeed.tech/topics/tdd.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Domain-driven design (DDD)](<https://devfeed.tech/topics/domain-driven-design.md>), [migration](<https://devfeed.tech/topics/migration.md>), [Requirements](<https://devfeed.tech/topics/requirements.md>), [Continuous Delivery (CD)](<https://devfeed.tech/topics/continuous-delivery.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-coding](<https://devfeed.tech/tags/agentic-coding.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [ai-tools](<https://devfeed.tech/tags/ai-tools.md>), [best-practices](<https://devfeed.tech/tags/best-practices.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [cli](<https://devfeed.tech/tags/cli.md>), [code-quality](<https://devfeed.tech/tags/code-quality.md>), [code-reviews](<https://devfeed.tech/tags/code-reviews.md>), [continuous-delivery](<https://devfeed.tech/tags/continuous-delivery.md>), [domain-driven-design](<https://devfeed.tech/tags/domain-driven-design.md>), [migration](<https://devfeed.tech/tags/migration.md>), [requirements](<https://devfeed.tech/tags/requirements.md>)

## AI overview

An interview with Nick Tune about advanced agentic coding workflows. It covers planning requirements, modeling development as a tested state machine, implementing features with Claude Code and guardrails, enforcing architecture rules deterministically, reviewing pull requests, applying TDD, and using custom tooling.

## Source excerpt

Most engineers who talk about AI productivity talk in abstractions.