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
Most coding-agent tasks have one right answer hiding behind a workflow. “Add password sign-in.” “Fix the off-by-one in the pagination…
- 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. Every time the agent reaches for a flag, a…
- Coding
- Project
9 min read
Supagents: One Source to Rule Your Coding Subagents
The AI providers are in a horse race. Every quarter, a new model lands, a new harness ships, and the gap between “the best tool for this…
- 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
6 min read
Introducing GentWriter: Building a Multi-Agent Content Generator with Google’s ADK 👾
In the fast-paced world of content creation, efficiency is key. Manually crafting social media posts for different platforms based on a…
- 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…
- 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. It’s where questions are asked, decisions…
- 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. One of the most exciting frontiers is…
- 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