When I first joined this OpenClaw group, members actively shared experiments, technical experiences and projects.
Then came spam and scammers, followed by competing product promotions. And now, memes have practically taken over the group.
That drift is part of why I went the other direction and built my own lightweight AI Agent to replace OpenClaw - no unnecessary complexity, no bloated function surface I never asked for.
My 3-Stage Smart Routing Architecture:
- Redis & MySQL Cache – Reuse existing data and results so I'm not paying to recompute what I already have.
- Frequent Scripts – Handle the repetitive work deterministically, with zero unnecessary LLM calls in the path.
- Intelligent Model Routing – Hit the lowest-cost capable model first and only escalate up the chain when the task actually demands it.
Tech Stack: Web-CLI, Redis, MySQL and Telegram as my on-the-go interface.
Running my own AI Agent, I've shipped 100+ standalone web applications, along with a lot of server and infrastructure work underneath them:
- Linux server provisioning and VM management
- PostgreSQL and MySQL
- Redis caching
- Docker and container management
- Nginx and reverse proxy
- Gitea and Git version control
- Timeshift, snapshots and backup management
- Server monitoring and deployment automation
The interesting part? Total AI model costs stay below USD 40/month, and that includes running my own distilled model.
Application development, server operations and infrastructure management - all driven through my own AI Agent.
Less overhead. Smarter routing. More engineering.
How about everyone else? What have you been building, experimenting with or improving lately?
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100の続編があればぜひ読みたいです。
First piece I have read that treats shipped 100+ st 100 honestly.
We hit frequent scripts – handle at work before. Good that someone wrote it down.