4S's · Digital Solution Magazine (in development)
Learning AI agents in public: real code, real terminal output, honest limits. 4S's covers applied AI agents and agentic systems: agent evals, agent harness engineering, red teaming and agent security, and agent reliability (AI SRE), built the forward-deployed way with security in mind. Demo data is labelled; services are in development.
Latest articles
- From AI art to a real system.
- Run agents like a service.
- Catch the secret before it leaves.
- Logs and docs are data, not orders.
- A timeout is not a failure.
- An approval is for one exact change.
- “Yes to all” is not a yes.
- “Saved” is a claim.
- The plan is not the trace.
- Better score. Worse behavior.
About
Built by ЯR. Learning and building applied AI agents in public: agent reliability (AI SRE), agent security and the forward-deployed way of shipping. Open to forward-deployed and AI reliability roles.