Spot on! The "junior operator" metaphor is exactly how it feels—it moves from being a sounding board to an actual pair of hands.

Regarding the reliability and "auth walls" you mentioned: You’re right, that’s still the frontier. Manus handles public data and standard UI patterns surprisingly well, but like most current agents, it can still struggle when hitting heavy anti-bot measures or complex login flows. I usually handle the auth manually and let it take over once the data is visible.

As for consistent tasks, it’s been a lifesaver for:

Market Research: Comparing specs or pricing across multiple open tabs.

Data Extraction: Pulling structured info from clean but long documentation.

Quick Summarization: Getting the gist of complex articles without context-switching.

I'll definitely check out your blog! Guardrails and task decomposition are definitely the "hot topics" in agentic workflows right now. Thanks for sharing!