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My LLM Provider Hung for 10 Minutes. My Proxy Saved the Server.
The Failure Mode Nobody Benchmarks
In ai-infrastructure, open-source, Mar 28, 2026
I Stress-Tested 5 AI Gateways. Only One Didn't Choke.
Your Proxy Is Probably Your Bottleneck
In ai-infrastructure, open-source, Mar 27, 2026
Scoutica Protocol: Turn Your CV Into a Skill Card That AI Agents Can Discover, Score, and Hire
Your CV Is Invisible — That's the Real Problem
In ai-architecture, future-of-work, Mar 24, 2026
Stop Building Flag-Heavy CLIs: The Future is Natural Language Streaming
The Death of the Flag-Soup CLI
In ai-architecture, developer-tools, Mar 23, 2026
Ditch the 10x Tax: Why Formal Proofs Beat Human Code Review for P2P AI Networks
The Meatbag Bottleneck
In ai-architecture, engineering, Mar 23, 2026
The Token Tax: Why I Built html2md for the AI Era
The "Token Tax" of the Human Web
In AI Agents, Data Engineering, Mar 16, 2026
html2md: Turn Any Website into Clean Markdown — With a Single URL
If you’ve ever tried to feed a website into an LLM, you know the pain. The web is messy. Cookie banners, JavaScript-heavy SPAs, Cloudflare walls, deeply nested DOM trees — and all you...
In Developer Tools, AI Engineering, Mar 16, 2026
Rescuing Content from the Abyss: Automating Legacy HTML to Markdown Migration
You’ve just inherited a 10-year-old legacy CMS disaster. Ten thousand pages of content. Broken inline styles. Deeply nested tables. Images pointing to paths that no longer exist. And ...
In Engineering, Open Source, Case Studies, Mar 15, 2026
The Half-Life of AI Tools: Why Your MCP Server is Already Obsolete
If you build tools for AI agents, you need to get used to the feeling of your work becoming obsolete before you’ve even finished writing the documentation.
In AI Engineering, Developer Tools, Mar 14, 2026
The Unix Agent Paradigm: Why We Must Kill the AI Daemon
Over the past year, the AI engineering world rallied around a noble goal: standardizing how Large Language Models (LLMs) interact with external systems. The result was the Model Conte...
In Mar 14, 2026
The Sandbox Illusion: Why Local AI Agents Need Kernel-Level Isolation
We keep pretending that wrapping an LLM in a thin API layer and telling it “don’t touch the filesystem” constitutes real security.
In Security, AI Agents, Engineering, Mar 13, 2026
Markdown is the New Assembly: Why LLM Pipelines Need Structural Compilers
Look at your RAG pipeline right now. Actually look at it.
In AI Engineering, Data Pipelines, RAG, Mar 13, 2026
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, 2026
Building 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, 2026
Talk 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, 2026
Google 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, 2026
From 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, 2026
The 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, 2026
Intelligent 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, 2026
Embedding switchAILocal: An Integration Guide for Go Developers
switchAILocal isn’t just a standalone server. It’s also a Go SDK you can embed directly into your own applications. Instead of running a separate proxy process, you bake the gateway i...
In Engineering, Go, Tutorial, Jan 30, 2026
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🌐 AI Agent Protocols: The Enduring Foundation for Developers in 2025
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🚀 Revolutionizing Medical Imaging with AI: UCLA's SLIViT Model
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Taking Control of AI: Why You Should Build Your Own AI Server
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Nvidia's Vision: The Future of AI, Robotics, and Digital Humans
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Implementing RAG (Retrieval Augmented Generation) Made Easy
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