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.
独立开发者 AI 编程工具横测：¥85 月费最优解
独立开发场景下实测 ClaudeCode/OpenCode/CodeBuddy/Qoder/TRAE + 各大模型共 6 组 AI 编程组合，从任务完成率、稳定性、费用三个维度拆解；新增 2026/7/15 起 DeepSeek 高峰时段单价翻倍定价更新 + TRAE macOS 随机退出疑似崩溃、系统无崩溃日志实测避坑
Benchmarked 6 AI Coding Agent+Model Combos — ClaudeCode + DeepSeek-V4-Pro Wins
Benchmark of 6 AI coding agent + model combos for indie devs in mainland China. Result: ClaudeCode + DeepSeek-V4-Pro wins on stability, cost, portability; includes July 15 peak-pricing caveat and subscription-vs-PayG decision framework.
Demos
Prototype examples.
Prototype
SkillLoop — 让 AI 技能自我进化
自托管服务，自动从用户对话中发现 AI 技能问题，聚类分析后生成改进 PR。零侵入、零打扰、零摩擦。
Python
FastAPI
AI
Prototype
SkillLoop — Self-Healing AI Skills
A self-hosted service that detects AI skill issues from user conversations, clusters them, and generates improvement PRs automatically. Zero friction.
Python
FastAPI
AI
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.