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
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
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
9 min read
The Affordable AI Agents
Engineering organizations are waking up to a sobering financial reality: the cost of running AI systems scales linearly, not logarithmically.
- Agent
- LLM
9 min read
AI Agents as an Operating System: Rediscovering the Linux Philosophy
We are building the most advanced AI systems in history, yet the best way to control them relies on paradigms from the 1970s.
- Agent
- LLM
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
9 min read
Building with A2UI: Extending the Expressiveness of AI Agent Interfaces
Building AI-First apps with A2UI: from the Agent-View-Controller (AVC) pattern to managing latency. A practical case study with Featest.
- Agent
- LLM
9 min read
Finding the Holy Grail of AI Agent UIs: From AI-Orchestrated Development to A2UI
Discover how A2UI solves the AI Agent UI bottleneck. A deep dive into replacing chatbots with agents that project their own native UIs.
- Agent
- LLM
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
Powering Up your Agent in Production with ADK, OAuth and Gemini Enterprise
Power up your AI agent in production. Learn to deploy a secure ‘Slides Translator’ using ADK, OAuth, and Gemini Enterprise.
- Agent
- Cloud
10 min read
The Real AI Agent Bottleneck is the Damn UI
For AI agents, the biggest challenge isn’t the model, it’s the UI. A deep dive into the user interface bottleneck for enterprise AI.
- Agent
7 min read
Da2a: The Future of Data Platforms is Agentic, Distributed, and Collaborative
For decades, the story of data platforms has been one of centralization and heavy engineering.
- Agent
- Cloud
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
14 min read
Deploying AI Agents in the Enterprise using ADK and Google Cloud
Learn to deploy AI agents in the enterprise using ADK & Google Cloud. We compare Cloud Run & Vertex AI for secure, scalable AgentOps.
- Agent
- Cloud
9 min read
The Agentic Cloud: Forging the Next Era of Infrastructure
Agentic Cloud: Disrupting cloud giants with AI. Learn how intelligent agents will commoditize hyperscalers & reshape infrastructure.
- Agent
- Cloud
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
7 min read
Structured LLM Outputs Made Easy: Building a Slack Digest Agent with Pydantic AI
As developers and AI practitioners, many of us belong to vibrant online communities, like the MLOps Community on Slack.
- Agent
- LLM
- Python
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
4 min read
Meet Kate: Your AI-Powered, Live Multimodal Website Assistant 🤖
Meet Kate: an AI-powered, live, multimodal website assistant. She uses voice, understands your needs, and retrieves info from a website.
- Agent
- Demo
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