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MCP: connecting tools to AI assistants
Field experience with Model Context Protocol, connectors and their operation.
Sentry MCP with Claude Code: setup and switching to the CLI
Configure Sentry MCP in Claude Code with .mcp.json, investigate an error and learn why I switched to sentry-cli for terminal workflows.
October 15, 20267 min read
When the app joins the conversation: what MCP changes about the experience
MotorTrack can be used from ChatGPT without learning a new interface. Usage becomes natural after an initial setup that still requires some hand-holding.
September 17, 20266 min read
AI assistants are no longer chatbots: what MCP tunnels made me realize
A field report from an architect's perspective: discovering the tunnels OpenAI introduced to connect ChatGPT to self-hosted MCP servers, and the shift in thinking it triggered about where AI platforms are headed.
July 6, 20267 min read
MCP + Sentry & GlitchTip: giving context to your AI agents
A hands-on account of integrating Sentry and GlitchTip MCP servers into an AI workflow — why, how, and what you learn along the way.
April 14, 20266 min read