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Pawel Jozefiak's avatar

This resonates so much with how I've been thinking about AI workflows lately. The shift from "manage todos" to "just prompt it" is subtle but genuinely changes how you approach work. It's less about tracking what needs to be done and more about describing what you want to exist.

I've been building something similar with Claude Code - an AI agent I call Wiz that acts as my universal entry point for everything. The key insight I landed on was giving it persistent memory and the ability to spawn sub-agents for different domains. So instead of switching between tools or remembering which system handles what, I just talk to Wiz and it figures out the routing. "What should I post on TikTok?" goes to the content agent. "How's the influencer project?" pulls up that project's full context.

What you said about working from your phone really clicked too. There's something freeing about treating your development environment as something you talk to rather than something you sit at. The mental model shifts from "I need to be at my computer to code" to "I can describe what I want from anywhere."

The parallel agent execution is where things get interesting. I've found that having agents maintain their own memory files - what worked, what didn't, domain-specific preferences - means they actually get better at their jobs over time. It's like building institutional knowledge into the system itself.

I wrote up the whole architecture and philosophy behind Wiz if you're curious about another take on this approach: https://thoughts.jock.pl/p/wiz-personal-ai-agent-claude-code-2026

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