Stay ahead in AI & Modern TechReal use-cases
The AI agent space is loud - we keep it practical. Expect only relevant updates, production guidance, and tested examples that survive real users.
Community Sessions • AI Dev Tooling • Agentic Architecture • Production Delivery
Stay ahead in
AI & Modern tech without the hype
copilot "create a new nextjs app" Analyzing...I will create a new Next.js project using the create-next-app command.? Allow Copilot to run "npx create-next-app@latest my-ai-app"?1. Yes2. Yes, and approve shell for the rest of the running session3. No, and tell Copilot what to do differently (Esc)> 1✔ What is your project named? … my-ai-app✔ Would you like to use TypeScript? … Yes✔ Would you like to use ESLint? … Yes✔ Would you like to use Tailwind CSS? … Yes✔ Would you like to use `src/` directory? … Yes✔ Would you like to use App Router? (recommended) … YesCreating a new Next.js app in /Users/dev/my-ai-app.Success! Created my-ai-app at /Users/dev/my-ai-app
Meet the Team
We've spent decades building production systems and shipping AI at scale. This community is where we share the practical insights, real mistakes, and hard-won lessons - so you don't have to learn them the hard way.
TechnologiesWe Cover
Our workshops are built on the modern AI stack. We teach the tools that are powering the next generation of software.
- Perplexity
- React
- AG-UI
- Anthropic
- OpenAI
- Claude
- GitHub Copilot
- Azure AI Foundry
- MCP
- LangGraph
- LangChain
- Python
- GitHub
- n8n
Community Leaders &
Production Experience
We're not curating from trends - we're sharing what we've shipped. Our community leaders have led hands-on sessions with engineering teams and digital-native customers, and we publish the proven patterns that actually work in production.
Production-Grade AI Agents: What CTOs Should Use Today
A CTO Breakfast Club session for startup CTOs on production-ready open-source AI agentic technologies that accelerate and improve developer productivity.
SDLC with GitHub Copilot
A Microsoft AI Tour session for 2,000+ attendees on developer migration with GitHub Copilot across the SDLC.
Beyond Code: Security and Context with GitHub Copilot
practical session on how GitHub Copilot goes beyond code generation to support code validation and security. We demonstrated how Copilot helps remediate SAST and SCA findings, connects to tools like JFrog through Extensions for richer context, and supports multiple AI models—while previewing what’s next with Copilot Workspace and Spark.
Accelerating Innovation at Teads with GitHub Copilot
In this session with Outbrain - Teads Company, we explored how GitHub Copilot can significantly boost developer productivity, sharing practical insights and demonstrating new capabilities.
The CTO Guide to Autonomous AI Agents with Low-Code Platforms
A session for CTOs on building autonomous AI agentic systems using low-code / no-code platforms to rapidly deliver POCs.
AI-Powered Developer Workflows: Best Practices for Modern Engineering Teams
A session with WSC Sports exploring how modern AI developer tools can be applied effectively in real-world engineering environments, improving code quality and accelerating development cycles.
AI Migration to GitHub
Yubal led a hands-on session at Ubtech on migrating AI workflows and infrastructure to GitHub, covering best practices for version control, CI/CD pipelines, and collaborative development.
Realtime AI Agents Framework
Exploring a realtime framework for voice, video, and physical AI agents designed to boost productivity and save valuable time in your workflows.
Context-Driven Development with GitHub Copilot and Spec Kit
A session for a large enterprise customer in France, demonstrating how GitHub Copilot combined with the open-source Spec Kit framework delivers richer developer context, enabling teams to build faster and with higher quality.
Lessons from the Field: A DevOps Career in the Real World
We led an inspiring guest lecture for DevOps students in the Ministry of Defense program, sharing a personal career journey alongside practical tools and deep insights that left everyone energized and inspired.
From Code to Done: Agentic Copilot
A session on how GitHub Copilot's Agent Mode is a real game changer - handling complex tasks like running end-to-end tests, iterating on code changes, detecting failures, suggesting fixes, and retrying until everything passes.
Coding Faster with Modern AI Tools
A session focused on practical tips and tricks for modern AI development tools, showing how to build code faster with richer context and smarter workflows.
Production-Grade AI Agents: What CTOs Should Use Today
A CTO Breakfast Club session for startup CTOs on production-ready open-source AI agentic technologies that accelerate and improve developer productivity.
SDLC with GitHub Copilot
A Microsoft AI Tour session for 2,000+ attendees on developer migration with GitHub Copilot across the SDLC.
Beyond Code: Security and Context with GitHub Copilot
practical session on how GitHub Copilot goes beyond code generation to support code validation and security. We demonstrated how Copilot helps remediate SAST and SCA findings, connects to tools like JFrog through Extensions for richer context, and supports multiple AI models—while previewing what’s next with Copilot Workspace and Spark.
Accelerating Innovation at Teads with GitHub Copilot
In this session with Outbrain - Teads Company, we explored how GitHub Copilot can significantly boost developer productivity, sharing practical insights and demonstrating new capabilities.
The CTO Guide to Autonomous AI Agents with Low-Code Platforms
A session for CTOs on building autonomous AI agentic systems using low-code / no-code platforms to rapidly deliver POCs.
AI-Powered Developer Workflows: Best Practices for Modern Engineering Teams
A session with WSC Sports exploring how modern AI developer tools can be applied effectively in real-world engineering environments, improving code quality and accelerating development cycles.
AI Migration to GitHub
Yubal led a hands-on session at Ubtech on migrating AI workflows and infrastructure to GitHub, covering best practices for version control, CI/CD pipelines, and collaborative development.
Realtime AI Agents Framework
Exploring a realtime framework for voice, video, and physical AI agents designed to boost productivity and save valuable time in your workflows.
Context-Driven Development with GitHub Copilot and Spec Kit
A session for a large enterprise customer in France, demonstrating how GitHub Copilot combined with the open-source Spec Kit framework delivers richer developer context, enabling teams to build faster and with higher quality.
Lessons from the Field: A DevOps Career in the Real World
We led an inspiring guest lecture for DevOps students in the Ministry of Defense program, sharing a personal career journey alongside practical tools and deep insights that left everyone energized and inspired.
From Code to Done: Agentic Copilot
A session on how GitHub Copilot's Agent Mode is a real game changer - handling complex tasks like running end-to-end tests, iterating on code changes, detecting failures, suggesting fixes, and retrying until everything passes.
Coding Faster with Modern AI Tools
A session focused on practical tips and tricks for modern AI development tools, showing how to build code faster with richer context and smarter workflows.
Join the Community
Accelerate your AI journey with comprehensive resources, expert support, and a network of builders.
Production Playbooks
Short, proven guides for shipping AI and agentic systems-architecture, guardrails, and ops included.
Tech Stack Breakdowns
See what teams actually run in production and why-tradeoffs, cost, reliability, and scale.
Real-World Scenarios
Practical examples from real products and customer work - not toy demos or theory.
What's New (Only the Signal)
Curated updates on AI and modern tech, filtered to what matters and what's actually usable.
Patterns That Survive Users
Tested workflows and reusable templates - what worked, what failed, and what we'd do again.
Build Notes & Postmortems
Candid lessons learned: incidents, constraints, and fixes - so you don't repeat the same mistakes.
Agentic Systems, Done Right
Design reliable agent workflows with evaluation, safety, and production guardrails from day one.
Ready to level up?
Get access to production-first posts, playbooks, and real-world examples - updated continuously as the stack evolves.
Join the CommunityStop sleeping on your future - level up with production-grade
AI skills
From workshops to
production
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Frequently Asked Questions
Everything you need to know about joining the m8tly.ai community.
Dive Into Real-World AI Engineering
Explore in-depth articles on agentic architecture, AI dev tooling, and production delivery - written by engineers who build and ship at scale.