Sharing and propogating team knowledge and practices through LLM and MCP automation.

MCP Playbook Mastery

A comprehensive technical breakdown of Stagehand, an advanced browser automation framework by Browserbase

Stagehand

Stagehand breakdown

Most people confuse LLMs, workflows, and agents, but understanding these three levels unlocks the real potential of AI automation. The key difference lies in who makes the decisions.

AI agent explained

Design tokens create consistency across platforms by centralizing visual attributes. AI tools now automate token creation and management, making design systems accessible to non-designers.

Design tokens in the AI era

Most people struggle with AI tool paralysis and prompt fatigue, but building an AI-native workflow comes down to three focused strategies. The key is systems over tools.

Your AI approach

We build AI that actually works. From intelligent chatbots to custom AI platforms, we help companies integrate AI into their products and workflows to solve real business problems.

AI expertise & solutions

We automate infrastructure that scales. From AI-driven DevOps to intelligent observability, we help companies build platform operations that actually work in production, not just demos.

Platform Ops

Platform ops expertise & solutions

A market thesis on Agentic AI, autonomous AI systems that execute complex tasks with reasoning and adaptability. We analyze its potential, map infrastructure and application solutions for startups and Dwarves’ internal operations, and propose top experiment ideas and growth strategies to build expertise, aligning with our strategic verticals.

Agentic AI thesis

A market thesis on Large Language Models, AI systems enabling human-like text generation and reasoning. We analyze their potential, map infrastructure and application solutions for startups and Dwarves’ internal operations, and propose top experiment ideas and growth strategies to build expertise, aligning with our strategic verticals.

LLM thesis

A market thesis on Platform Ops in the AI era, leveraging AI to automate and optimize infrastructure management and workflows. We analyze its potential, map infrastructure and application solutions for startups and Dwarves’ internal operations, and propose top experiment ideas and growth strategies to build expertise, aligning with our strategic verticals.

Platform Ops thesis

Exploring the motivations behind the MCP Playbook, its role in establishing a dynamic runbook, and new patterns for capturing AI-generated knowledge like chat logs and prompts.

#automation

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