Medium

Nick Tune

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Nick Tune

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Sep 8

Architecture and model diffs via code conventions

As an engineer reviewing human code or AI code, the first thing I always scan a pull request for are architectural changes. Is the right…

Architecture and model diffs via code conventions

Nick Tune

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Apr 10

Deterministic code conventions with Oxlint

The latest adventure on my journey to automate software conventions (mostly for AI but also for humans) has involved Oxlint. A TypeScript…

Deterministic code conventions with Oxlint

Nick Tune

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Mar 4

Event-sourced Claude Code workflows

In the previous couple of posts I shared an approach I’ve started using, to design Claude Code workflows as state machines in real code…

Event-sourced Claude Code workflows

Nick Tune

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Mar 2

Claude Code workflows as DSL-driven domain models

In the previous post I showed a hook-driven workflow engine that coordinates Claude Code agent teams from GitHub issue through to PR…

Claude Code workflows as DSL-driven domain models

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Nick Tune

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Mar 1

Hook-driven dev workflows with Claude Code

AI works best for me when it takes care of the workflow itself and allows me to focus on the business goals and architecture. I don’t want…

Hook-driven dev workflows with Claude Code

Nick Tune

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Feb 1

Code quality feedback loops in AI dev workflows

How I use automated post-merge reflection to capture, review, and apply code quality feedback in AI-assisted development workflows.

Code quality feedback loops in AI dev workflows

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Nick Tune

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Jan 17

Dev Workflows as Code

I’ve reached a point where I’ve automated the development process for a single feature. Claude Code will take a github issue, implement it…

Dev Workflows as Code

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Nick Tune

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Jan 7

Coding Agent Development Workflows

I’ve been playing around with software development workflows for AI agents. here’s everything I know (it’s probably wrong)

Coding Agent Development Workflows

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Nick Tune

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Jan 1

Code Quality Foundations for AI-assisted Codebases

There are a few basic techniques you can use to increase the quality of code produced by AI coding assistants. These are easy techniques…

Code Quality Foundations for AI-assisted Codebases

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Nick Tune’s weird ideas

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Nick Tune

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Nov 30, 2025

Auto-Reviewing Claude's Code

A well-crafted system prompt will increase the quality of code produced by your coding assistant. But it's not enough for quality code.

Auto-Reviewing Claude's Code

Nick Tune

Nick Tune

Author of Architecture Modernization (Manning) and legacy-modernization.io. Find me on BlueSky: nick-tune.me and LinkedIn: /in/nick-tune

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