Most MCP servers just wrap CRUD JSON APIs into tools — I did it too with scim-mcp and garmin-mcp-app. It works, until you realize a tool call dumps 50KB+ into context.
MCP isn't dead — but we need to design MCP tools with the context window in mind.
Most MCP servers just wrap CRUD JSON APIs into tools — I did it too with scim-mcp and garmin-mcp-app. It works, until you realize a tool call dumps 50KB+ into context.
MCP isn't dead — but we need to design MCP tools with the context window in mind.
Verified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:
| #rbrahul-awesome-json{ | |
| font-size: 10pt; | |
| } | |
| .property{ | |
| color: #86AED6; | |
| } | |
| .json-literal-numeric{ | |
| color: #D6AED6; |
| .target |
$ parted /dev/sdX mklabel gpt/dev/sdXY)
$ parted /dev/sdX mkpart esp fat32 1MiB 512MiB$ parted /dev/sdX set 1 esp on$ parted /dev/sdX set 1 boot on$ mkfs.fat -F 32 -n UEFI /dev/sdXYThis file is a context document you can give to an AI coding assistant (Claude, ChatGPT, Copilot, etc.) so it understands the Quicken Amazon Matcher project and can help you set it up, troubleshoot it, or extend it.
How to use this file: Copy its contents into a conversation with your AI assistant, or upload it as an attachment. Then ask your question. The AI will have everything it needs to give you specific, accurate help.