@hivetrail

How to Build an LLM Context Stack: A Practical Playbook for Developers (2026)

5h ago · 23 min read · Here is a pattern that repeats dozens of times a day in developer workflows everywhere. A developer opens Claude or ChatGPT, copies a chunk of code from their editor, pastes a Notion spec, adds a roug

Context Engineering vs Prompt Engineering: What the Shift Means for Developers (2026)

2d ago · 14 min read · You've been here before. You're asking Claude or ChatGPT to help with something you've explained before - your project's architecture, your team's conventions, the fact that you use tRPC and not REST

Context Engineering for Developers: A Practical Guide (2026)

6d ago · 21 min read · You've been there. You paste something into Claude or ChatGPT, get a mediocre answer, then realize two seconds later that the three files that would have made the difference are sitting open in your e

We Had Gemini Blind-Judge Three Claude-Generated Pull Requests. Here's the Template It Built.

Apr 16 · 14 min read · The structure is there. The sections are filled in. The tone is professional. And somewhere in the Testing section, the AI has written something like "comprehensive test coverage was added to ensure c

Claude Haiku 4.5 Outperformed Sonnet 4.6 on PR Writing - Context Was the Difference

Apr 14 · 6 min read · The setup using Claude Haiku 4.5 - Anthropic's smallest, cheapest model - produced a better pull request description than Claude Code running Sonnet 4.6. Before I explain why, a transparency note: to