Tom Spencer highlights Stagehand as an open source coordination-path browser automation framework that integrates as a Cursor plugin and pairs with cl...Show more

Cameron Rohn runs a Playwright server in the cloud using containerized browsers for web scraping and content extraction, achieving better performance ...Show more

The AI agent uses a loop of taking screenshots, interpreting context, deciding clicks, executing actions, and feeding back results to navigate webpage...Show more

Implement customizable safety instruction cards as system prompts to forbid specific agent actions like auto-accepting cookie banners or bypassing CAP...Show more

Use a browser-based demo app environment that drives web interactions by sending X, Y coordinates, mirroring the way Claude and OpenAI agents operate ...Show more

When deploying AI agents remotely, design teams or clusters to share resources, considering containerization and alternative hosting to optimize capab...Show more

Use the Agent Universe demo as a hands-on exercise to prototype multi-agent AI interactions and validate integration patterns.

Adopt GitHub’s Spec Kit as a standardized methodology to structure AI project specifications and corral emerging workflows into repeatable patterns.

Use Claude Code’s slash command feature to create pre-programmed shortcuts for common project tips and setup guidelines, streamlining developer workfl...Show more

Cameron Rohn describes building an MCP server that aggregates data from GDP valley, census, and NAICS APIs to implement a retrieval-augmented generati...Show more

Tom Spencer highlights an AI architectural pattern by pivoting the entire stack to agents for modular and scalable system design.

Use LangGraph Cloud’s sub-assistant feature with targeted prompt engineering to customize a generic planner agent for specific domains instead of writ...Show more

Clone an existing deep agent package (e.g., LangChain’s DeepAgent) and spin it up to rapidly bootstrap domain-specific AI assistants without building ...Show more

Envisions agents with the ability to self-iterate on tasks based on briefs using componentized tools like planning, search and code generation in a lo...Show more

Discusses collaborating on templatized deep and React agents and deploying them on Cloudflare to facilitate modular AI workflows.

Proposes using a 'deep agents starter' template comprising overview agents, planning tool, sub-agents, file system, detailed prompts and web search co...Show more

Plans a structured service design workflow to spin up a sequence of specialized agents representing each component of a management consulting firm.

Maps O*NET census survey data on occupation percentages to define the composition of an agentic organization based on industry-specific role distribut...Show more

Uses census data (employees vs revenue per employee) in a dashboard to dynamically spin up AI agents per industry segment via LangChain cloud assistan...Show more

Cloudflare’s "Code as mcp" pattern layers direct code execution on top of an MCP API server instead of streaming tool chunks, improving reliability an...Show more