Claude Code Adversarial Agent Workflows
aakashgupta · x · 2026-07-16
This video/interview covers a practical workflow built around Claude Code: how to use adversarial agents to build faster during hackathons, organize tasks using a multi-layered Claude stack, and when to use chat, desktop, or Chrome.
Core topics also include:
- Building Cowork automations and an AI chief of staff
- Which skills are more effective than simply piling up prompts
- How PMs need to master MCP
- Demos of "Claude Design" and adversarial agents, live
- Predictions for the new AI builder role and 2026 AI PM interviews
- Finally, a concept for a self-improving product loop
Related event: Claude Code interview frames AI coding as an agent workflow system(9 posts)→
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