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⚡ AI Lessons

Dev.to · Peng Qian
💻 AI-Assisted Coding
⚡ AI Lesson
2mo ago
The concept of Loop Engineering has been getting a lot of buzz lately, so I decided to give it a shot in OpenCode. The results were surprisingly good:
How I Built a Fully Automated Coding Loop in OpenCode ...

Dev.to · Peng Qian
🤖 AI Agents & Automation
⚡ AI Lesson
6mo ago
How to Use Agent Skills in Enterprise LLM Agent Systems
Introduction Enterprise-grade agentic systems have fallen way behind the desktop agent...

Dev.to · Peng Qian
🧠 Large Language Models
⚡ AI Lesson
7mo ago
Most “agent memory” setups just save everything and hope semantic search will fix it.
I share a pattern that works better:
✅ Use an LLM to decide what is worth remembering
✅ Store memories in RedisVL
✅ Run memory extraction in parallel with asyncio
Advanced RedisVL Long-term Memory Tutorial: Using an LLM to...

Dev.to · Peng Qian
🧠 Large Language Models
⚡ AI Lesson
7mo ago
Advanced RedisVL Long-term Memory Tutorial: Using an LLM to Extract Memories
Introduction In this weekend note, we keep talking about how to build long-term memory for...

Dev.to · Peng Qian
🤖 AI Agents & Automation
⚡ AI Lesson
7mo ago
Build Long-Term and Short-Term Memory for Agents Using RedisVL
Introduction For this weekend note, I want to share some tries I made using RedisVL to add...

Dev.to · Peng Qian
🤖 AI Agents & Automation
⚡ AI Lesson
9mo ago
A Quick Guide to Containerizing Agent Applications with Podman
Introduction For enterprise-level agent applications, the best way to safely run code...

Dev.to · Peng Qian
🧠 Large Language Models
⚡ AI Lesson
9mo ago
Share My LLM Prompts and Tips That Make Work and Learning Super Efficient
A lot of friends ask me how I manage to stay busy with work every day, yet still find time to learn...
DeepCamp AI