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

MCP Playbook Mastery

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

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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