Who is behind KylinLab?
A practical technology and delivery partner with hands-on software and project management experience.
Personal freelance studio
KylinLab
Personal freelance technology consulting, project management support, software development, and practical knowledge sharing.
What this site answers
Clear paths for clients, builders, and readers.
What help is available?
Consulting, delivery support, prototype development, internal tools, automation, and documentation.
What can visitors explore?
Knowledge notes, prototype demos, reusable ideas, and examples from practical software delivery work.
Services
Focused freelance support.
Technical consulting
Clarify architecture, review implementation options, and turn technical uncertainty into concrete next steps.
Project management support
Shape delivery plans, improve team workflows, and keep complex work visible, realistic, and moving.
Software development
Build focused web tools, internal utilities, automation scripts, and maintainable prototypes.
Knowledge
Practical notes worth reusing.
TRAE Sandbox File System Isolation: Why Your AI Assistant's Changes Never Hit the Disk
TRAE Work runs inside a lightweight VM — only explicitly selected workspace folders sync to real disk. Everything else (configs, hooks, databases) stays trapped in the sandbox. Here's the architecture, the diagnostic playbook, and the fix.
A Low-Cost CI/CD Approach for Indie Apps
How to set up a zero-cost CI/CD pipeline for indie apps using Gitee + GitHub Actions
Demos
Prototype examples.
Prototype
JinJinXia — Self-Healing AI Skills
JinJinXia is a self-hosted service that automatically improves your team's AI skills by detecting correction signals and generating improvement PRs.
AI
Skill Management
DevOps
Prototype
DouXia — Own Your AI Conversations
DouXia is a desktop app that turns scattered AI chats into organized, searchable, exportable knowledge stored locally on your computer.
AI
Knowledge Management
Productivity
Contact
Need practical help with a technical or delivery problem?
Share the situation, what is blocked, and what outcome you need. KylinLab can help turn it into a focused plan or working prototype.