10 min read
AGENTS.md speaks UNIX, and you should too
Unix gives coding agents the tools. AGENTS.md explains where to edit, how to check, and what to preserve. Lessons from my dotfiles and human review.
- Agent
- Coding
- Project
Writing
Articles
Pragmatic field notes on AI agents, MLOps, cloud architecture, and engineering systems.
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2026
12 min read
Agent Evolutions: Stop Guessing the Design — Evolve It
Agent-evolutions is a set of Agent Skills that turns a coding agent into a budgeted genetic search over a design space, with verifiable scoring at every step.
- Coding
- Project
11 min read
Agent Docs: Answer Locally Before the Web — A Shared Reference for Every Coding Agent
Pair-program with a coding agent for an afternoon and you start noticing a quiet, recurring tax.
- Coding
- Project
9 min read
Supagents: One Source to Rule Your Coding Subagents
Supagents compiles one Markdown persona per subagent into the native formats of Claude Code, Gemini CLI, GitHub Copilot, Cursor, OpenCode, and Kilo Code.
- Coding
- Project
5 min read
Chaigent: An affordable alternative to Gemini Enterprise on Google Cloud
Build a cost-effective, private AI Agent solution on Google Cloud using Chainlit and Vertex AI. Detailed architecture and code guide.
- Agent
- Cloud
- Project
5 min read
mAIdAI: Building a Personal Assistant with Google Cloud and Vertex AI
Build a personal AI assistant using Google Cloud Run, Vertex AI, and Google Chat. A guide to architecting context-aware agents.
- Agent
- Cloud
- Project
2025
9 min read
Ackgent: Rapid Agent Development on GCP with ADK and Agent Config
Speed up AI agent development on GCP with Ackgent. Build, deploy, and iterate faster using Google ADK and Agent Config's declarative approach.
- Agent
- Cloud
- Project
6 min read
Combo-Banana: Building Custom Image Workflows in Record Time
Build custom AI image workflows fast with Combo-Banana. Empower designers to automate tedious editing tasks with Google Nano-Banana.
- LLM
- Project
7 min read
Introducing GentWriter: Building a Multi-Agent Content Generator with Google’s ADK 👾
How I built GentWriter with Google's ADK: a multi-agent system that turns one article URL into an SEO description, an X post, and a LinkedIn post.
- Agent
- Python
- Project
6 min read
GitWorks: an AI Agent for Enforcing GitHub Repository Standards
A Python notebook agent that reviews GitHub repositories against your own guidelines automatically, using Google Colab, the GitHub API, and Gemini models.
- Coding
- Project
7 min read
GenV: An Agentic Workflow for Actionable Insights from Google Meet Recordings
Video meetings on platforms like Google Meet are essential for collaboration, but how often do crucial details get lost moments after the call ends?
- Agent
- Project
7 min read
BKFC: An Agentic Workflow for Gathering Knowledge from Google Chat
Team collaboration often lives and breathes within chat applications like Google Chat or Slack.
- Agent
- Project
6 min read
More Automation + More Reproducibility = MLOps Python Package v4.1.0
The MLOps Python Package is your go-to solution for building robust and reproducible AI/ML workflows. Check out the latest v4.1.0 release!
- MLOps
- Python
- Project
2024
7 min read
Bromate: Automate Your Browser with Agentic Workflows 🧭
The AI landscape is constantly evolving, pushing the boundaries of what’s possible with technology.
- Agent
- Project
5 min read
MLOps Package Template: Turbocharge the Creation of AI/ML Projects ⚡
The Cookiecutter MLOps Package offers a powerful code template to jumpstart your MLOps journey and accelerate your AI/ML development.
- MLOps
- Python
- Project
2023
6 min read
A great MLOps project should start with a good Python Package 🐍
MLOps practitioners (rightfully) point out that running notebooks in production is a bad software practice, but what are the alternatives?
- MLOps
- Python
- Project