Code Review

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AI Agents AI Architecture Claude Code LLM Loop Engineering

Code Review Pull Requests Engineering Culture Developer Productivity Loop Engineering

The Infinite Loop of PR Nits: Do We Really Need Perfect Pull Requests?

A practical guide for engineers on when nit comments help, when they become review noise, and how many are enough before a team should automate, approve, or move the discussion out of the PR.

Jun 17, 2026 15 min read

AI Engineering Human Judgment Code Review Product Management Developer Productivity Loop Engineering

Still Human Work: The Tasks That Need Judgment and Intuition When AI Writes the Code

AI can generate most of the code. It still cannot decide what to build, sense when 'correct-looking' output is quietly wrong, or own the consequences. A field guide to the tasks that stay human — for engineers and PMs.

Jun 16, 2026 16 min read

Code Review AI Agents LLM Software Engineering Evaluation Loop Engineering Hardening

How to Build a Good Agentic Code Reviewer

Most AI code review bots fail for a simple reason: they optimize for visible comments instead of reviewer trust. This guide pulls together current benchmarks, practitioner reports, product limitations, and design patterns for building a code review agent that is fast, quieter, less biased, and less hallucination-prone.

Apr 15, 2026 23 min read

Cursor Claude Code Subagents AI Agents Code Review Developer Tools

Cursor Subagents and Claude Code /simplify: A Practical Workflow

A grounded look at how Cursor's subagents and skills fit with Claude Code's subagents, worktrees, and the new /simplify command for research, implementation, and cleanup.

Mar 24, 2026 10 min read

Luis Mori Guerra

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