AI agents · automation · actionable knowledge
Turn knowledge into workflows you can act on.
KnowToAct researches AI agents, open-source tools, and developer automation, then converts that knowledge into practical guides, checklists, and implementation playbooks.
Agents
Multi-agent workflows, Hermes, Codex, DeepSeek, MCP, and AI engineering patterns.
Tools
Open-source AI tools, self-hosted apps, and practical evaluation guides.
Automation
GitHub Actions, Cloudflare Pages, content pipelines, CI/CD, and developer productivity.