Notes from the field.

Occasional essays on automation, back-office architecture, and the unglamorous work of making software actually run.

devops
Docker for Developers: Practical Guide to Containerization
Docker for developers: a practical containerization guide covering Dockerfiles, Compose, best practices, networking, and real-world development workflows.
automation
n8n Automation Examples: 10 Workflows You Can Build Today
10 practical n8n automation examples you can build today: lead notifications, CRM sync, scheduled reports, onboarding, and more, with setup steps.
backend
Microservices vs Monolithic: How to Choose
An honest microservices vs monolithic comparison: when each architecture makes sense, the real trade-offs and hidden costs, and how to decide.
backend
What is MVP in Business? A Practical Guide for Startups
What MVP means in business and software: a practical guide to building a minimum viable product that validates your startup idea fast and cheaply.
devops
CI/CD Pipeline Example: GitHub Actions Setup Guide
A practical CI/CD pipeline example using GitHub Actions: build, test, and deploy code automatically with working, copy-ready workflow examples.
comparisons
Make vs Zapier: Which Automation Tool Should You Choose?
Make vs Zapier compared: pricing, tasks vs operations, features, ease of use, and integrations. An honest breakdown of when to choose each automation tool.
services
AI Agent & LLM Integration Development
Custom AI agents and LLM-powered tools that do real work — built on your data, integrated with your systems, and tested on real cases before you rely on them.
services
AI Infrastructure & Self-Hosted AI
Self-hosted AI infrastructure and private LLM deployments. Run modern AI on your own servers — no data leaving, no per-use surprises, no lock-in.
services
AI Integration Services
AI integration services that add AI to software you already run — drafting into your CRM, smarter search, agents in your workflows. Integration, not a rebuild.
services
AI Website Development
AI built into the parts of a website that matter — smart search, generated content, personalization, and chat, integrated into your site, not a widget.