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⚡ AI Lessons

Dev.to · YHH
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
The boring secret to a cheap AI coding agent — a byte-stable prompt prefix
I tried using Claude Code for a few weeks and quietly stopped. Not because it was bad — it's great —...

Dev.to · YHH
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
Designing a Hooks System for AI Agent CLIs: 4 Lifecycle Points That Cover Everything
Designing Hooks for an AI Agent CLI: 4 Lifecycle Points, Shell-Only, and What I Cut A few...

Dev.to · YHH
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
How a DeepSeek-only agent framework hit 85% prefix cache rate (and saved 93% vs Claude)
I've been running DeepSeek behind LangChain for a few months for a side project. Worked fine, except...
DeepCamp AI