A practical guide to the difference between pretraining, fine-tuning, prompting, RAG, tool use, and agents, framed by what each one changes and when to use it.
#mcp
A comparison of Playwright MCP, Chrome DevTools MCP, Webwright, AgentBrowser, Browserbase/Stagehand, and browser-use for browser E2E verification with logged-in sessions.
A practical report that organizes the design theory, implementation decisions, and major alternative services for long-term memory that combines Graphiti's temporal knowledge graph and MCP.
For beginners, we will organize the relationship between the MCP server, OIDC provider, OAuth client, Claude-based client, and OpenAPI-only API from the perspective of communication flow and settings.
An integrated report that connects the history of AI research, LLM, symbolic grounding, Ontology, Graphiti, and MCP to practical decisions for utilizing organizational knowledge.