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In-house section about Development, Technology and Architecture Solutions.
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AI Act

Podcast

AI Act

EU AI Act: First comprehensive legal framework for AI. Non-compliance fines up to €35M or 7% of global turnover.

AI Chat, MCP Server build with Agentic Workflow Protocol for demo at Checkatrade .com

MCP, E-commerce, Demo

AI Chat, MCP Server build with Agentic Workflow Protocol for demo at Checkatrade .com

A comprehensive demonstration of how to build a MCP server for e-commerce chatbot integration, featuring boiler maintenance services with real-time data access and automated workflows using AWP.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Development, Architecture

AI Opportunities for Checkatrade considering PERN Stack

AI Development

AI Opportunities for Checkatrade considering PERN Stack

AI business opportunities specifically for Checkatrade platform and their technical implementation across PostgreSQL, Express.js, React, and Node.js stack.
Michael Wybraniec

Michael Wybraniec

Freelance, AI Integration, Full-Stack Development, Architecture

The Hidden Dangers of GraphQL: Security, Performance, and Complexity Risks

GraphQL, API Design, Security

The Hidden Dangers of GraphQL: Security, Performance, and Complexity Risks

A comprehensive analysis of GraphQL's critical challenges in production environments, covering security vulnerabilities, performance bottlenecks, and architectural complexity that make it risky for enterprise applications.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Development, Architecture

From Idea to API in 2 Days: Building Bankly with Agentic Workflows

Agentic Development, Overvibing

From Idea to API in 2 Days: Building Bankly with Agentic Workflows

Discover how Bankly, a banking backend system, was built in just two days using Apollo GraphQL, Prisma, and Agentic Workflow - a protocol for sustainable AI-assisted development.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Development, Architecture

MCP Tiny Agents On-Premises: Breaking Free from Cloud Dependencies

MCP, On-Premises

MCP Tiny Agents On-Premises: Breaking Free from Cloud Dependencies

Exploring how to run MCP-powered agents entirely on-premises using local LLMs, examining the trade-offs between cloud convenience and local control for enterprise AI deployments.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Security Practices for MCP Using JSON-RPC

Security

Security Practices for MCP Using JSON-RPC

Critical security issues, best solutions, and practical tools for robust and secure MCP systems using JSON-RPC.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Development, Architecture

Will MCP Fail?

Podcast

Will MCP Fail?

Controversial aspect of the evolution of MCP servers, as mentioned in the Forbes article by Yongli Chen, the founder and CEO of Edgenesis, 'MCP Will Fail, And Here's Why'.

MCP Servers: Connecting AI to Real-Time Data

MCP, Real-Time

MCP Servers: Connecting AI to Real-Time Data

Learn how to create a Model Context Protocol (MCP) server using Python and the Open-Meteo API to provide weather data to language models like GPT-4 and Claude.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Blind LLM Systems

Podcast

Blind LLM Systems

Practical guide to evolving from static AI chat to dynamic, tool-augmented large language model integration across e-commerce architectures.

MCP Servers: Risks of Using in Claude Desktop

MCP, Security Analysis

MCP Servers: Risks of Using in Claude Desktop

Understand the core security, privacy, and operational risks of enabling custom MCP integrations in Claude Desktop on macOS or Windows.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

MCP Servers: Integrating LLM in E-Commerce Systems

MCP, E-Commerce

MCP Servers: Integrating LLM in E-Commerce Systems

A practical guide to evolving from static AI chat to dynamic, tool-augmented large language model integration across e-commerce architectures.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

From Zero to Hero: Scaling up to million users

Scalability

From Zero to Hero: Scaling up to million users

System that supports millions of users is challenging, and it is a journey that requires continuous refinement and endless improvement.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Quality: How to protect AI-powered Frontends?

Testing

Quality: How to protect AI-powered Frontends?

Toda, AI isn’t just limited to specialized projects — it’s baked into almost everything we build. Whether it’s a search feature, a recommendation engine, a chatbot, or a predictive dashboard, AI is becoming a standard part of the stack.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Distributed Systems

Strategy

Distributed Systems

A distributed architecture for managing metadata, media storage, feed generation, notifications, and analytics, focusing on both design decisions and implementation insights.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Domain-Driven Design in Full-Stack Frameworks

Architecture

Domain-Driven Design in Full-Stack Frameworks

Explore the intersection of modern software architecture with Domain-Driven Design (DDD) and powerful front-end frameworks like Vue, Nuxt, and React, supported by cloud-based backends or Node.js.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

IT Consulting and Strategy

Strategy

IT Consulting and Strategy

Guidance and strategic planning for your business' digital transformation, aligned with global standards and powered by the ONE-FRONT framework.
Michael Wybraniec

Michael Wybraniec

Freelance, MCP Servers, Full-Stack Dev, Architecture

Web Rendering - SPA, SSR, SSG or OMG!

Video
Tech buddies:
Yash, a seasoned tech buddy at Accenture Data & AI, works on ML, BI, and cloud tools like Azure, Databricks, and Snowflake. He's also passionate about teaching, co-leads the Databricks Paris, and cutting-edge enterprise solutions.
Yash Joshi

Yash Joshi

Accenture | Senior Data Engineer

David is a battle-tested tech buddy who evolved from hands-on developer to respected team lead. With deep experience in Managing and agile delivery, he thrives on growth, challenge with strong engineering culture.
David Daupeyroux

David Daupeyroux

Engineering Lead | Ex-CTO