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best-practices
14 postsA Practical Checklist for Reviewing AI-Generated Code
Why AI-generated code fails differently than human code, and a prioritized checklist covering hallucinated APIs, missing invariants, and security defaults.
Building AI Agents? Key Anti-Patterns to Avoid for Success
Learn about the anti-patterns that cause AI agent projects to fail and how to avoid them.
DynamoDB Deep Dive
Explore essential best practices for DynamoDB, focusing on consistency and data access patterns.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comClean Code, Poor Performance: Insights and Implications
Explore the performance impact of clean code principles in this insightful video. Discover best practices for efficiency.
I built an LLM eval framework from scratch: Lessons learned
Sharing my journey of building an LLM evaluation framework and key lessons learned.
Best Practices for Go Middleware in Production
Learn about best practices and ordering rules for Go middleware in production.
Migrating from Auth0 Rules to Actions: A Practical Guide
Auth0 has replaced Rules with Actions. Discover the migration process and best practices.
Buzzword Driven Architecture: A TDD-Inspired Design Exercise
Inspired by TDD's red-green cycle, this lightweight exercise has teams sketch architecture, score tradeoffs, and catch over-engineering before writing any code.
How to Prevent AI Coding Agents from Losing Important Features
Learn how to use preservation anchors to prevent AI coding agents from losing important features. Explore prose, tests, and database constraints.
3-Tier Skill Architecture in Practice
A 3-tier skill architecture for engineers. A guide to defining working patterns and managing risks.