在 VPS 上部署 Woodpecker CI：让代码提交自动完成测试，先把构建机器独立出来
在独立构建 VPS 上部署 Woodpecker CI，接入 GitHub OAuth 和测试流水线，管理执行权限、数据与恢复。
10 min
#developer tools
共 5 篇文章
Free-for.dev is a shortlist, not a promise of zero-cost production
A critical guide to reading free developer tiers, verifying current terms, and separating prototype savings from operational risk.
9 min
DBX is most interesting as database governance for AI agents
DBX combines a lightweight database client, Docker self-hosting, AI SQL, MCP, and CLI access; its real value is a governed database access layer for humans and agents.
8 min
Free model quotas are a go-to-market lever, not an infrastructure plan
Gemini’s free tier shows how model providers buy developer attention, and why builders still need exit paths.
6 min
Local Coding Agents Are Infrastructure, Not Just a Model Choice
A local coding agent stack needs operational boundaries around model serving, harness behavior, filesystem access, telemetry, and rollback.
6 min