AI & Development
Talks & Events
Making of GoDoctor: an MCP server for Go development
FOSDEM 2026
• Feb 1, 2026 • Brussels, Belgium
A deep dive into the design and implementation of GoDoctor, a specialized Model Context Protocol (MCP) server for Go. This talk explores how giving agents specialized tools can significantly improve their effectiveness and reliability.
Tech Talk: Diagnostic agent using Gemini and OSQuery
AICamp London
• Jan 22, 2026 • London, UK
Inspired by the "computer" in Star Trek, in this talk we are going to create a natural language diagnostic agent that can answer questions about your computer, from asking the number of cores and amount of memory installed to running a "Level 1 Diagnostic Procedure". This AI agent will be built step by step using Python, Vertex AI, Gemini and OSQuery.
The Gopher's Craft in the Age of AI
GoLab 2025
• Oct 6, 2025 • Florence, Italy
The talk explores the evolving role of Gophers in the age of AI, focusing on extending language models with custom tools and integrating AI as a powerful extension of skills, using the Model Context Protocol (MCP) and live Go demonstrations.
How to create a diagnostics agent using Gemini and OSQuery
DevFest Scotland 2025
• Nov 29, 2025 • Edinburgh, UK
BiznagaFest 2025
• Oct 25, 2025 • Malaga, Spain
TDC Sao Paulo 2025
• Sep 17, 2025 • Sao Paulo, Brazil
Inspired by the "computer" in Star Trek, in this talk we are going to create a natural language diagnostic agent that can answer questions about your computer, from asking the number of cores and amount of memory installed to running a "Level 1 Diagnostic Procedure".
How to Build an MCP Server with Go and Gemini CLI
DevFest London 2025
• Nov 22, 2025 • London, UK
DevFest @ Bletchley Park 2025
• Nov 15, 2025 • Bletchley Park, UK
Hands-on workshop on building and deploying a Model Context Protocol (MCP) server to extend the capabilities of the Gemini CLI, transforming it into a specialized development expert.
A Gopher's Guide to Vibe Coding
DevFest Birmingham 2025
• Nov 21, 2025 • Birmingham, UK
GopherCon South Africa 2025
• Aug 6, 2025 • Online
GopherCon UK 2025
• Aug 15, 2025 • London, UK
As vibe coding quickly becomes the new buzzword we Gophers could not be left out of this party. In this talk I'm going to share my experiences while developing testquery - a tool to extract information from Go tests - starting from product ideation to the implementation.
Hello, MCP World!
DevFest @ Bletchley Park 2025
• Nov 16, 2025 • Bletchley Park, UK
GopherCon UK 2025
• Aug 14, 2025 • London, UK
Keynote presentation at GopherCon UK 2025. An introduction to the Model Context Protocol (MCP), exploring its core concepts, architecture, and the building blocks used to create AI-enabled applications with Go.
Go for GenAI!
DevFest @ Bletchley Park 2025
• Nov 15, 2025 • Bletchley Park, UK
Keynote presentation at DevFest @ Bletchley Park 2025. Exploring the intersection of Go and Generative AI, demonstrating how to build robust, production-ready AI applications using the Go ecosystem.
Gemini 2.x for Developers
WeAreDevelopers World Congress 2025
• Jul 9, 2025 • Berlin, Germany
Hands-on workshop on building and deploying applications with the latest Gemini 2.x models, covering multimodal capabilities, tool use, and best practices for developer workflows.
Production Ready 'Hello, World!'
GopherCon UK 2024
• Aug 14, 2024 • London, UK
Going beyond the basics to implement a 'hello world' API with production-grade documentation, logging, error handling, configuration, and testing.
Who test the tests?
GopherCon 2024
• Jul 9, 2024 • Chicago, IL, USA
An exploration of mutation testing in Go. Learn how to programmatically rewrite code to ensure your tests are actually catching bugs.
Fun with Generics
GopherCon UK 2023
• Aug 17, 2023 • London, UK
Two years after their introduction, how can we use Go generics for more than just slices and maps? A deep dive into building a monads library and an Option type.
Fun with Slices
Go Conference 2023 Online
• Jun 2, 2023 • Online
A deep dive on the slice type, starting from arrays and slice declaration syntax, slicing operations, copying, resizing and its surprising (or not) side effects.
Fun With Pointers
GopherCon UK 2019
• Aug 15, 2019 • London, UK
This talk covers effective pointer usage in Go, from declaration and memory allocation (stack vs. heap) to practical use cases, including pointer vs. value receivers, unsafe package tricks, and nuances of nil pointers with interfaces.
Articles
Build an MCP Server with Go and Gemini CLI
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ai & development
gemini
mcp
golang
Learn how to extend the Gemini CLI with custom tools using the Model Context Protocol (MCP) in Go.
Mastering Agent Skills in Gemini CLI
·6 mins·
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ai & development
workflow & best practices
gemini-cli
agent-skills
mcp
vibe-coding
Unlock on-demand expertise for your AI agent. Learn how to use Agent Skills in Gemini CLI to build modular, scalable, and autonomous workflows.
Improving Coding Agents with Help from Science
·10 mins·
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ai & development
workflow & best practices
agent
ai
golang
mcp
vibe-coding
gemini-cli
Taming AI agents requires science, not just vibes. Discover how A/B testing and statistical rigor turn coding agents into a measurable engineering discipline.
How to Build an Offline Agent with ADK, Ollama and SQLite
·13 mins·
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ai & development
ai
python
tutorial
rag
gemini
adk
Learn how to make your AI agent completely offline. We walk through swapping the cloud model for a local Qwen 2.5 via Ollama, and building a local RAG knowledge base using SQLite and sqlite-rag to query Osquery schemas and packs.
Beyond the Dev-UI: How to Build an Interface for an ADK agent
·14 mins·
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ai & development
genai
tutorial
adk
gemini
python
fastapi
frontend
agent
Elevate your Google ADK agent with a custom, retro-style interface. This step-by-step guide shows you how to replace the standard Dev-UI using FastAPI and vanilla JavaScript, adding personality with a real-time streaming, AI-generated avatar.
How to Create a Diagnostic Agent With Agent Development Kit
·14 mins·
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ai & development
adk
gemini
vertex-ai
python
rag
tutorial
This article is a guide to creating a diagnostic agent with the Agent Development Kit (ADK). It covers the development process and explains how to use Vertex AI RAG to improve the agent’s response quality.
Hello, MCP World!
·10 mins·
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ai & development
mcp
gemini
golang
keynote
Based on my keynote at Gophercon UK 2025, this article is an introduction to the Model Context Protocol (MCP), exploring its core concepts, architecture, and the building blocks — Tools, Prompts, and Resources — used to create AI-enabled applications with Go.
How to Build an MCP Server with Gemini CLI and Go
·14 mins·
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ai & development
golang
gemini-cli
mcp
ai
codelab
tutorial
A step-by-step guide on how I built GoDoctor, an AI-powered Go development assistant, using the Model Context Protocol (MCP) and the Gemini CLI.
From Prompt to Infrastructure with Gemini Cloud Assist
·11 mins·
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ai & development
gemini
cloud-assist
terraform
tutorial
How to design infrastructure using natural language on Google Cloud using Gemini Cloud Assist
Boldly Prompting: A Practical Guide to System Instructions and Agent Tools
·21 mins·
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ai & development
gemini
vertex-ai
python
tutorial
This article explores the concepts of system instruction, session history and agent tools to create a smarter diagnostic assistant.
Digging deeper into the Vertex AI SDK for Python
·12 mins·
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ai & development
gemini
vertex-ai
python
tutorial
This article explores the communication model between the client code and the Gemini API using the Vertex AI SDK for Python
How I turned my computer into "USS Enterprise" using AI Agents
·11 mins·
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ai & development
gemini
vertex-ai
python
tutorial
How to create a diagnostic agent that speaks natural language using Gemini and Vertex AI Agent Engine