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Quality & Review

Reviewing AI outputs and ensuring quality.

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Professional's Guide to Vibe Coding •Part 3/8Vibe Coding

The Reviewer's Toolkit: How to Babysit AI Code Effectively

AI code review requires different skills. The checklist: security vulnerabilities, hallucinated packages, context drift, and edge cases AI always misses.

Tom Hundley

December 26, 2025

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Professional's Guide to Vibe Coding

2 of 8 parts

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Professional's Guide to Vibe Coding•Part 2/8

Vibe CodingAI Development ToolsDeveloper Experience+2 more

The AI Babysitter Problem (Why Senior Devs Love It Anyway)

95% of developers spend extra time fixing AI code. Senior devs bear the heaviest burden—yet 59% say it's still worth it. Here's why the math works.

December 26, 2025

Professional's Guide to Vibe Coding•Part 3/8

Vibe CodingAI Development ToolsCode Review+2 more

The Reviewer's Toolkit: How to Babysit AI Code Effectively

AI code review requires different skills. The checklist: security vulnerabilities, hallucinated packages, context drift, and edge cases AI always misses.

December 26, 2025

Engineering Agentic Reliability

1 of 4 parts

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Engineering Agentic Reliability•Part 3/4

The 'Reviewer Pattern': Automated QA for Agent Code

Never let an agent push code to production without a review. How to build a 'Critic' agent that reviews, lints, and rejects the work of the 'Builder' agent before a human ever sees it.

December 10, 2025

Managing the Synthetic Team

1 of 3 parts

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Managing the Synthetic Team•Part 1/3

How to KPI an AI Agent: Measuring Synthetic Performance

You can't measure agents by 'hours worked.' Learn the right KPIs for AI workers: success rates, latency, cost-per-task, and quality scores.

December 10, 2025

Agent Orchestration Fundamentals

1 of 4 parts

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Agent Orchestration Fundamentals•Part 4/4

Debugging AI Agents: Monitoring and Observability Guide

AI agents fail in weird ways. Learn debugging strategies, monitoring approaches, and observability patterns for understanding what your agents are actually doing.

December 10, 2025

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