Imagine creating an app just by describing what you want out loud, like you鈥檙e talking to a friend. That鈥檚 the magic of vibe coding: turning natural language into working code with the help of an AI agent. And while typing a prompt gets the job done, saying it out loud hits different 馃敟 The new Speech MCP server has quite literally entered the chat.
Model Context Protocol (MCP) servers are everywhere right now. Last time I checked there were 3,000 and counting. Every day, a new one pops up, letting AI agents like Goose access files, query your Google Drive, search the web, and unlock all kinds of amazing integrations.
Question: What happens when you bring 70+ AI enthusiasts, open source contributors, and curious learners together in one room?
Answer: You get an electric night filled with great conversations, hands-on hacking, and mind-blowing insights into agentic systems.
This week, we hosted our very first Goose Meetup in Boston at the Cambridge Innovation Center. The turnout and energy exceeded all expectations! From first-time Goose users to seasoned AI engineers, attendees gathered to explore how Goose and the Model Context Protocol (MCP) are shaping the future of AI automation.
Want to use Goose in VS Code? On the recent Wild Goose Case livestream, hosts Ebony Louis and Adewale Abati were joined by Andrew Gertig, Engineering Lead at Cash App, as he demonstrated the new VSCode MCP and how it brings powerful Goose-assisted coding capabilities directly into VS Code.
Mondays are overwhelming. A pile of unfinished tasks from last week, new priorities rolling in, and meetings scattered across the calendar. It鈥檚 a lot 馃槱. Instead of manually sorting through my todos and figuring out where everything fits, I use a couple of handy MCP servers with Goose and let it figure out my week.
Remember that saying, "it鈥檚 not what you ask, but how you ask"?
When I first started working with Goose as an AI agent, I was convinced there had to be one 鈥榖est' prompting style. I spent so much time trying to figure out which one was superior, but the more I used Goose, the more I realized that couldn't be further from the truth. There isn鈥檛 one right way to prompt AI, but there are better approaches depending on what your end goal is.
So, let鈥檚 go through which prompt style works best for your specific needs, and how you can use them to vibe code a little better with Goose.
How do we debug AI agents like Goose? In the Goosing Around stream series, host Rizel Scarlett invited Marc Klingen, Co-Founder at Langfuse, and Alice Hau, Machine Learning Engineer at Block, to demo how Langfuse enables observability into Goose's actions, letting you trace LLM behavior and catch errors.
On the Goosing Around stream series, host Rizel Scarlett demonstrated how to use Goose locally with Ollama for a fully local experience on your device. Her guest, Parth Sareen, an experienced software engineer with a focus on building frameworks and systems for AI/ML, showed us the magic of structured outputs and how Goose and Ollama work together under the hood.
In our previous episode of Goose Flight School, our host Adewale Abati showed us how to use Goose to take a Figma design and transform it into a functional Nuxt application. In this stream he covered the entire process, from initial setup to final implementation, highlighting how Goose can help developers bridge the gap between design and development.
In the latest episode of Wild Goose Case, hosts Ebony Louis and Ace Abati explored a fascinating new way to extend Goose鈥檚 automation capabilities by integrating with VOYP, an AI-powered system that makes phone calls. Their guest, Paulo Taylor, a technology veteran with over 35 years of experience, walked through how developers can use Goose to trigger and manage phone-based interactions through VOYP.
