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Perspectives on AI-driven software development, engineering strategies, and the future of building digital products.
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MCPAI ArchitectureDeveloper ToolsAnthropic
MCP: The Protocol Quietly Becoming the Backbone of AI Tooling
Anthropic's Model Context Protocol is rapidly becoming the standard way AI models connect to external tools, data sources, and services. Here's why it matters and how forward-thinking teams are building on top of it.
GitHubCopilotDeveloper ToolsAutomation
GitHub Copilot Workspace: From Issue to Pull Request in One Click
GitHub's Copilot Workspace takes an issue description and generates a complete implementation plan, writes the code, runs tests, and opens a PR—all within the GitHub interface.