Real-World Demos Show a New Agent Pattern

Posts around StageLoop and AEGIS argue that agents are evolving from API-calling chatbots into closed-loop systems that plan, act, self-critique, and iterate. One demo improves a 3D room layout through repeated scoring, while another restores an SRE workflow only after passing real zero-trust policy gates.

2026-07-19 ~ 2026-07-19 · 3 related posts

• AEGIS: A Zero-Trust SRE Agent — schwentker · 2026-07-19
• Two Real-World Closed-Loop Agent Demos — schwentker · 2026-07-19
• AI Agents Evolve into "Loops with Conscience" — schwentker · 2026-07-19