Building a 5G UPF That Actually Saturates a 10G Link: VPP + DPDK + Open5GS in Production

June 28, 2026 · Dev.to

I broke my own governed MCP server by hand, then built the scanner that catches the class
A few weeks back I shipped Warden, a governance layer that sits in front of an MCP server and enforces who can read what
I shipped an AI side panel in 2 weekends
I am going to talk about shipping speed, because that is what the last two months have been about for me. The setup I ha
I Built 3 MCP Servers for AI Agents — Here's How They Work
What are MCP Servers? The Model Context Protocol (MCP) is an open standard that lets AI agents use external tools throug
KV Cache Is Eating Your VRAM — Here's How to Estimate It Before You Run Out
Every LLM inference engineer hits this wall eventually. You deployed a model, it works in testing, then production traff
I Built an AI Agent That Rewrites Its Own Code (in ~150 lines)
A tiny Darwin Gödel Machine that edits itself and keeps only changes that verifiably score higher. TL;DR: I built a smal