Programming Tips πŸ’‘
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πŸ’‘ Tip

Before expecting an LLM to handle a complex task, use this litmus test:

Could a human expert β€” who knows all relevant general knowledge by heart β€” complete the task in a single go without backtracking, editing, or note-taking?

If not, the prompt may exceed what’s reasonable for an LLM today.


πŸ“˜ From Prompt Engineering for LLMs: The Art and Science of Building Large Language Model–Based Applications


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#AI #LLM #PromptEngineering
@ProgrammingTip
GitHub MCP Registry: The fastest way to discover MCP Servers πŸ”

If you’ve tried connecting AI agents to your development tools, you know the pain: MCP servers scattered across numerous registries, random repos, buried in community threads β€” making discovery slow and full of friction without a central place to go. Meanwhile, MCP server creators are worn out from publishing to multiple places and answering the same setup questions again and again.

The GitHub MCP Registry launches as your new home base for discovering MCP servers. Whether you’re building with GitHub Copilot, agents, or any AI tool that speaks MCP, this is the place to find what you need. With GitHub already home to most MCP servers, the MCP Registry makes them dramatically easier to discover, explore, and use β€” helping developers find the right tools faster and contribute to a more open, interoperable ecosystem. βœ”οΈ


[ GitHub MCP Registry ] : https://github.com/mcp

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#LLM #AI #MCP #GitHub
@ProgrammingTip
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Announcing ChromeDevTools MCP! πŸ”₯

Connect your AI coding agent to Chrome's powerful automation & debugging capabilities with ease.

Key features:

βœ… Reliable automation: It can programmatically handle clicks, form fills, dialogs, and page navigation with ease.

βœ… Performance insights: Go beyond simple audits. Instruct your agent to record a performance trace and extract actionable insights to optimize your web apps.

βœ… Advanced debugging: Empower your AI to analyze network requests, list console messages, take screenshots, and even evaluate scripts in the browser context.

βœ… Browser emulation: Easily test different conditions by emulating CPU slowdowns, network throttling, or various screen sizes.

Works well with modern web apps and believe this will unlock new workflows for automated testing, AI-driven debugging, and interactive web development.


[ Blog ]
: https://developer.chrome.com/blog/chrome-devtools-mcp

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#AI #LLM #MCP
@ProgrammingTip
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