Building a Rolling-Baseline HTTP Anomaly Detector (No Fail2Ban)
Every VPS running a public web app gets hit with traffic it didn't ask for, from scrapers, brute-force login attempts, or just someone's misconfigured…
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Docker for Beginners: From Zero to Running a Full Stack Locally in 10 Minutes
"Install PostgreSQL, then Redis, then Elasticsearch, configure these 12 environment variables, make sure you're on Node 20 not 18, and oh — the tests …
CI/CD Build Systems for Cloud-Native Applications
TLDR ; Multi-stage Docker builds with BuildKit caching reduce image sizes by 80% and build times by 60% Remote build caching shares artifacts across d…
Realtime transcription: choices and stories for PyCon IT
Why all this interest in realtime transcription It all started with the collaboration with PyCon IT. At PyCon IT 2025 they set up live transcription w…
We Reduced DevOps Setup from Weeks to Minutes — Here’s How We Built InfraPilot
We kept running into the same problem over and over again. Setting up production infrastructure was slow, painful, and full of hidden complexity. CI/C…
Running Azure Functions in Docker: Why and How
Azure Functions Beyond the Basics Continues from Azure Functions for .NET Developers (Parts 1-9) Part 1: Running Azure Functions in Docker: Why and Ho…
The problem with every watch-party app ever made
You open Teleparty. Your friend opens Teleparty. You both navigate to the same Netflix URL. You count to three. Someone's internet hiccups. Now you're…
I Thought the Hard Part Was the Code. Turns Out Production Is Where Security Assumptions Go to Die.
This is Part 4 of a 4-part series on building AuthShield - a production-ready standalone authentication microservice. This post covers rate limiting, …
Building a Self-Healing Backend with AI + Docker
I had this idea that kept bugging me: what if your backend could fix itself? Not in some hand-wavy "AI will handle it" way. I mean actually — tail its…
Docker Networking Explained: Connect Your Containers (2026)
🌐 Docker Networking Explained: Connect Your Containers (2026) Quick one-liner: Connect your containers to each other and the outside world. Learn brid…
Docker on EC2 with Terraform
Why this project I was preparing a workshop and needed to expose a url with a specific interface, sparing participants from installing docker or anyth…
I built a self-hosted multi-agent AI platform – here's what I learned
Most AI agent platforms give you one assistant with access to everything. Your files, your APIs, your calendar – all in one process, no isolation, no …