15 min read
LiteLLM is the known option. agentgateway is the open one.
Comparing LiteLLM and agentgateway for enterprise AI platforms: licensing boundaries, security advisories, ops footprints, and open governance.
- Agent
- LLM
- Guide
Writing
Articles
Pragmatic field notes on AI agents, MLOps, cloud architecture, and engineering systems.
Get new articles in your feed reader. Copy the RSS link into your reader to subscribe.
2026
6 min read
The MLOps Adventure Continues: An AGENTS.md Ready Stack for AI/ML
AI coding agents amplify repository friction. How we redesigned an MLOps codebase around deterministic single-command gates, SQLite isolation, and AGENTS.md.
- Coding
- MLOps
- Guide
6 min read
MCP 2026-07-28: Stateless core, enterprise authorization, and SDK betas
Running a remote Model Context Protocol (MCP) server behind multiple instances presents immediate infrastructure challenges.
- Agent
- Guide
10 min read
Agent Levers: A Plan-Do-Check-Act Loop That Makes Coding Agents Finish What They Start
A coding agent is only as useful as the spec you give it. That sentence sounds like a truism until you watch it play out for an afternoon.
- Coding
- Guide
8 min read
The 5xP Framework: Steering AI Coding Agents from Chaos to Success
AI Coding — or Spec-Driven Development — is a recent trend that amazes as much as it scares IT engineers.
- Coding
- Guide
5 min read
MLOps Coding Skills: Bridging the Gap Between Specs and Agents
Bridge the gap between engineering specs and AI agents using Agent Skills. Learn to inject ‘Senior Engineer’ context for production MLOps.
- Coding
- MLOps
- Guide
2025
12 min read
Architecting the AI Agent Platform: A Definitive Guide
AI agent platform architecture in 7 layers, from interaction and development to observability and trust: how to serve, secure, and monitor enterprise agents.
- Agent
- Cloud
- Guide
8 min read
Framework, Template, or Example? 🤔 Choosing the Right AI Starter Kit for Your Team ✨
Building AI applications is incredibly exciting. But let’s be honest: getting started can be challenging, especially in large organizations.
- MLOps
- Guide
2024
4 min read
Taming Python Installation with Pyenv for AI/ML and MLOps Projects
Tame your Python chaos! Learn how pyenv simplifies managing Python versions for AI/ML & MLOps, ensuring smooth, reproducible development.
- Python
- Guide
7 min read
MLOps Coding Course: Mastering Observability for Reliable ML 💡
This article dives deep into the essential tools and practices for achieving comprehensive observability in your AI/ML projects.
- MLOps
- Guide
5 min read
MLOps Coding Course: Bridging the gap between Data Scientists and Machine Learning Engineers
The MLOps Coding Course is an open-source resource specifically designed to bridge the gap between data science and software engineering.
- MLOps
- Guide
2023
16 min read
How to configure VS Code for AI, ML and MLOps development in Python 🛠️️
In this article, I will outline the steps for configuring VS Code for data scientists and machine learning engineers.
- Python
- Guide
2022
6 min read
How to install Kubeflow Pipelines v2 on Apple Silicon
Kubeflow Pipelines (KFP) is a powerful platform for building machine learning pipelines at scale with Kubernetes.
- Cloud
- Guide
2019
4 min read
3P Principle: Purpose, Productivity, Performance
A fundamental trade-off that affects the design of programming languages and the success of software projects.
- Guide