Ai Agents

In 2025, I did a series of videos that went through five design principles for production-ready AI agents. In my episode about guardrails, I made the statement, “If you can get away with not calling a model, do that.” In the episode about agent tools, I made an argument saying to build idempotent tools and store responses temporarily in case of retries or duplicate requests. I didn’t know it at the time, but I essentially was making the same argument just with different words.

Your agent is repeating itself
Ai Your agent is repeating itself

So much of agent traffic is repetitive. By adding in caching layers, you can both improve your user experience and decrease your bills in one fell swoop.

read more
Local agents scare me
Ai Local agents scare me

I built an AI agent with its own identity, MFA, and scoped credentials. It's still not safe. Here's why local is the wrong place to run it.

read more
Cognitive Dissonance
Ai Cognitive Dissonance

"Do as I say, not as I do" applies hard with MCP. We talk a lot about the problems and not enough about practical solutions. The comic is a nudge to shift from critique to construction.

read more
Multi-Agent Collaboration
Ai Multi-Agent Collaboration

Multi-agent collaboration sounds great in theory, but the game of telephone between agents can produce unpredictable results. The comic is a reminder to design clear roles, shared context, and guardrails.

read more
Agent Card

Render and share A2A agent cards by loading an agent URL, reviewing capabilities and skills, and exporting the card as an image.

read more

About the Author

I’m a software engineer and writer focused on building practical cloud and AI systems with community.

Know more

Join the Ready, Set, Cloud Picks of the Week

Weekly writing and curated picks on cloud-native systems and practical AI. Browse past issues to see if it’s for you.
Browse past issues.

Join the Ready, Set, Cloud Picks of the Week

Thank you for subscribing! Check your inbox to confirm.
View past issues.  |  Read the latest posts.