How I AI

Claire Valle reviews Claude Design's capabilities for importing design systems and creating marketing prototypes, while also testing ChatGPT's new Images 2.0 model for brand kit creation and layout work. She finds both tools promising but notes significant speed limitations and credit restrictions that impact iteration workflows.

The speaker discusses the future of different API interfaces and emphasizes the importance of providing real-time assistance to agents during their discovery processes. The focus is on enabling agents to complete complex multi-step tasks autonomously without requiring users to handle manual workarounds.

Brian Scanlan from Intercom explains how they doubled their R&D team's pull request throughput in 9 months by implementing Claude Code across their engineering organization. He demonstrates their comprehensive approach including skills development, telemetry tracking, and quality controls that enabled 2x velocity gains while maintaining code quality.

The speaker demonstrates how to create a scheduled AI task that runs daily at 7:30 AM to analyze email, Slack, and calendar data to generate a morning debrief and action plan. The system leverages project context and connected tools to provide personalized daily preparation.

The speaker demonstrates AI orchestration tools that allow users to manage multiple AI agents simultaneously through a dashboard interface. The system shows when agents need permissions and allows users to grant or deny access to various operations.