Sebastian Schkudlara Follow
Hi, I am Sebastian Schkudlara, the author of Jevvellabs. I hope you enjoy my blog!
Posts by Sebastian Schkudlara
Production-Ready P2P: How We Hardened Traylinx Stargate for the Real World
Building a peer-to-peer network for AI agents sounds deceptively simple. “Just let them talk to each other!”
In AI Agents, Engineering, Infrastructure, Feb 05, 2026Building the Skills Infrastructure: How We Made Agent Capabilities Truly Portable
Last week, we talked about why agent skills matter. We covered how they solve context fatigue, enable just-in-time expertise, and turn flat documentation into portable, production-rea...
In AI Agents, Engineering, Developer Tools, Feb 05, 2026Talk to Your CLI: Traylinx Cortex Brings Natural Language to Agent Management
If you’ve ever stared at a terminal trying to remember if the flag is --agent-name, --name, or just -n, you know the pain. And if you’ve ever wished you could just tell your CLI what ...
In AI Agents, CLI Tools, Developer Experience, Feb 05, 2026Google Drive Forge: An AI That Writes Its Own Skills
What if your AI assistant could teach itself new tricks?
In Open Source, AI Tools, MCP, Feb 04, 2026From Prompts to Portable Skills: How Agent Capabilities Grow Up
If you’ve spent any time building with modern AI agents, you’ve probably hit the same wall everyone else does: the bloated system prompt.
In AI Agents, Engineering, Agent Skills, Feb 04, 2026Beyond the Chatbot: Inside the First AI-Native Society
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In AI, Trends, Agents, Feb 03, 2026The Guardians: Superbrain & The State Box
In software engineering, the most dangerous error isn’t a Crash—it’s a Hang.
In AI, Engineering, Security, Feb 02, 2026Intelligent Proxy Patterns: Building a Gateway That Learns
A proxy without memory is essentially a digital goldfish. It swims around, processes a request, and then immediately forgets that it ever happened.
In AI, Engineering, Agents, Jan 31, 2026Cortex Phase 2: 20ms to Understand Your Soul
Routing should feel instantaneous. If you have to wait for your router to “think,” you’ve already lost the game.
In AI, Engineering, Deep Dive, Jan 30, 2026Evolution: From Dumb Pipes to Intelligent Gateways
Let’s be honest: the local AI landscape is plagued by “Dumb Pipes.”
In AI, Engineering, switchAILocal, Jan 28, 2026The Journey to OpenClaw: Rebranding the Local AI Agent
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In AI Agents, OpenClaw, News, Jan 27, 2026The Agent That Knows Your Drive: Introducing the Intelligent Google Drive MCP
Identifying a file by its ID is easy for a computer: 1aB2c_D3eF4g. A human, however, looks for “that budget spreadsheet from last week in the Finance folder.”
In AI Agents, Engineering, MCP, Jan 26, 20265 Brutally Honest Truths About Deploying OpenClaw
📝 Update (Jan 27, 2026): This project has evolved from its early prototype phase into OpenClaw. Read the full story behind the transition in The Journey to OpenClaw: Rebranding the ...
In AI Agents, OpenClaw, Local AI, Jan 26, 2026Polymorphism in Practice: Architecture of a Universal Gateway
The challenge of building an “AI Gateway” isn’t connecting to APIs. It’s connecting to everything else.When we designed switchAILocal, we didn’t just want another proxy for OpenAI. We...
In Architecture, Engineering, Deep Dive, Jan 25, 2026The Perfect AI Setup: Unifying Ollama, CLIs, and Apps
To build the ultimate AI development environment, you need three things: A Private Engine (for sensitive data). A Power Engine (for complex reasoning). A Unified Interface (to use ...
In Tutorial, Setup, Workflow, Jan 24, 2026One Gateway, Every Model: Finally, a Universal Adapter for AI
Llama for privacy. Claude for writing. Gemini for research.
In Launch, Open Source, Universal AI, Jan 23, 2026Zero Trust for Robots: Securing the Agent Ecosystem with Sentinel
Zero Trust for Robots: Securing the Agent Ecosystem with Sentinel
In AI, Security, Traylinx, Zero Trust, Authentication, Nov 25, 2025Event-Driven AI: Why Your Agents Should Be Listening
Event-Driven AI: Why Your Agents Should Be Listening
In AI, Event-Driven, Traylinx, Pub/Sub, Architecture, Nov 10, 2025The Agent Social Network: How Traylinx Router Connects the Dots
The Agent Social Network: How Traylinx Router Connects the Dots
In AI, Distributed Systems, Traylinx, Routing, Microservices, Oct 22, 2025Traylinx Cortex: Giving Your AI a Persistent Memory (Finally!)
Traylinx Cortex: Giving Your AI a Persistent Memory (Finally!)
In AI, Architecture, Traylinx, Memory, PostgreSQL, Oct 05, 2025A2A Ruby Gem: Agent-to-Agent Communication Made Simple
A2A Ruby Gem: Agent-to-Agent Communication Made Simple
In Ruby, Agent Development, API Design, Open Source, Distributed Systems, Sep 16, 2025AI vs. Your Job Search: Frenemies in the Workplace
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In Artificial Intelligence, Career Development, Future of Work, Job Market, Technology Impact, Sep 05, 2025🤖 ANP: The Secret Sauce for a Happily Ever After in the Agent Internet 🌐
🌐 ANP: The Secret Sauce for a Happily Ever After in the Agent Internet 🌐
In Artificial Intelligence, AI Development, Protocols, Agent Networks, Future-Proofing, Aug 04, 2025Meta's Self-Learning Superintelligence: Tech Breakthrough or Transparent Threat?
🚀 Meta’s Big Claim: The Dawn of Self-Improving AI
In Artificial Intelligence, Superintelligence, Meta, AI Ethics, Surveillance, Aug 01, 2025🚀 Unleash the Power of Specialization: Dive Deep into Our Infinitely Extensible AI Ecosystem
🚀 Unleash the Power of Specialization: Dive Deep into Our Infinitely Extensible AI Ecosystem
In Artificial Intelligence, AI Agents, Multi-Agent Systems, A2A Protocol, Enterprise AI, Jul 31, 2025Securing the AI Agent Revolution: How OAuth 2.0 and A2A Protocols Are Reshaping Enterprise Identity
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In AI, Security, OAuth, Enterprise, Jul 31, 2025🌐 AI Agent Protocols: The Enduring Foundation for Developers in 2025
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In Artificial Intelligence, AI Development, Protocols, Frameworks, Future-Proofing, Jul 24, 2025🚀 Revolutionizing Medical Imaging with AI: UCLA's SLIViT Model
🚀 Revolutionizing Medical Imaging with AI: UCLA’s SLIViT Model 🚀
In Artificial Intelligence, Healthcare Innovation, UCLA, AI Models, Deep Learning, Oct 19, 2024Exploring Retrieval-Augmented Generation (RAG) Techniques: A Deep Dive
Exploring Retrieval-Augmented Generation (RAG) Techniques: A Deep Dive
In Artificial Intelligence, Technology Trends, NLP, Business Innovation, Oct 19, 2024🚀 Exciting Insights from Mark Zuckerberg on Llama 3.1 and the Future of AI
🚀 Exciting Insights from Mark Zuckerberg on Llama 3.1 🚀
In Artificial Intelligence, Tech Innovation, Meta, AI Models, Jul 26, 2024Retrieval-Augmented Generation (RAG): A Comprehensive Analysis of Techniques, Trends, and Applications
Retrieval-Augmented Generation (RAG): A Comprehensive Analysis of Techniques, Trends, and Applications
In Artificial Intelligence, Technology Trends, NLP, Business Innovation, Jul 24, 2024Transforming Law Firms with AI: A Revolutionary and Secure Future
Transforming Law Firms with AI: A Revolutionary and Secure Future
In Generative AI, AI Strategy, Business Innovation, Technology Integration, Digital Transformation, Jun 07, 2024Taking Control of AI: Why You Should Build Your Own AI Server
Taking Control of AI: Why You Should Build Your Own AI Server
In Generative AI, AI Strategy, Business Innovation, Technology Integration, Digital Transformation, Jun 07, 2024Nvidia's Vision: The Future of AI, Robotics, and Digital Humans
Nvidia’s Vision: The Future of AI, Robotics, and Digital Humans
In Artificial Intelligence, Robotics, Digital Transformation, Technology, Jun 05, 2024Rethinking Generative AI: Beyond Productivity Gains
Rethinking Generative AI: Beyond Productivity Gains
In Generative AI, AI Strategy, Business Innovation, Technology Integration, Digital Transformation, Jun 01, 2024Implementing RAG (Retrieval Augmented Generation) Made Easy
Implementing RAG (Retrieval Augmented Generation) Made Easy
In RAG, AI, Customer Service, Technology Integration, Business Innovation, May 24, 2024Fine-Tuning BERT for Sentiment Analysis with Hugging Face Transformers
🚀 Fine-Tuning BERT for Sentiment Analysis with Hugging Face Transformers
In BERT, AI, Sentiment Analysis, Machine Learning, Natural Language Processing, May 23, 2024Real-Time Streaming with Ruby on Rails: A Step-by-Step Guide
Real-Time Streaming with Ruby on Rails: A Step-by-Step Guide
In Ruby on Rails, Real-Time Applications, Web Development, Live Streaming, Backend Development, May 22, 2024Supercharging Ruby on Rails with Concurrent Threads
Supercharging Ruby on Rails with Concurrent Threads
In Ruby on Rails, Concurrency, Web Development, Performance Optimization, Backend Development, May 21, 2024