How I Cut Kimi K3 Costs in OpenCode
Better code quality, but spend less money
Data Leads Future
One practical story every month, sharing my hard-learned experiences in the enterprise AI space.
Latest posts
No Plugins Needed, I Built a Fully Automated Coding Loop in OpenCode
Using DeepSeek-V4 for low-cost Loop Engineering
Why Well-Written Prompts Are Almost Always Structured
A Plain and Intuitive Explanation
DeepSeek-V4 Can't Read Images? I Made It Read
Don't wait for a multimodal model, you can use it now
Reflection SDD: Use a Reflection Harness to Level Up Your OpenSpec Workflow
Stop letting bad spec files tank your code quality
How I Use OpenCode, Oh-My-OpenCode-Slim, and OpenSpec to Build My Own AI Coding Environment
Ride the wave of AI coding, don't get swept away by it
How to Use Agent Skills in Enterprise LLM Agent Systems
A thorough and detailed hands-on guide
Advanced RedisVL Long-term Memory Tutorial: Using an LLM to Extract Memories
Building an intelligent, context-aware memory system
Build Long-Term and Short-Term Memory for Agents Using RedisVL
Pros and cons analysis based on real-world practice
Microsoft Agent Framework (MAF) Middleware Basics: Add Compliance Fences to Your Agent
Principles, usage, and development standards
My Agent System Looks Powerful but Is Just Industrial Trash
Single agent, low robustness, and position bias
Make Microsoft Agent Framework’s Structured Output Work With Qwen and DeepSeek Models
Updated to the latest version of Microsoft Agent Framework
A Quick Guide to Containerizing Agent Applications with Podman
Alternative solutions compatible with Docker SDK
Share My LLM Prompts and Tips That Make Work and Learning Super Efficient
Can they help you too?
Exclusive Reveal: Code Sandbox Tech Behind Manus and Claude Agent Skills
Use Jupyter code executor to help your agent finish tasks in a smarter way