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I made my coding agent explain its own pull requests

The problem: the agent knows why, the reviewer doesn't More and more of the pull requests I review were written by a coding agent. The code is usually fine.

  • DiffNotes tool explains coding agent's pull requests
  • Concise notes attached to changed code blocks
  • Setup involves server, agent skill, and Chrome extension

JavaScript (ES6+) for React Developers: The Definitive Guide

React is fundamentally plain JavaScript. If you ever struggle with state updates, unintended re-renders, or props drilling, the issue is rarely React itself—it is usually a missing piece of modern…

  • ES6 (ES2015) crucial for React developers
  • Block scoping with let, const improves code safety
  • Arrow functions simplify React event handling

Build Multi-Tenant RAG in Next.js Without Leaking Customer Data

A practical pattern for tenant-scoped retrieval with PostgreSQL, pgvector, row-level security, and integration tests. I've spent about twenty years building software.

  • Obtain tenant identity from secure server-side check
  • Store ownership data with document chunks and foreign key constraint
  • Perform tenant filtering in database query before sending to LLM

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