How I cut multi-agent LLM costs by 70% using prompt caching, artifact minification, and smarter execution order — and what the AWAF assessment found along the way.
Your AI Agents Are Leaking Tokens, Are You Aware?
Your Professional Path Was Never Linear. AI Just Made That Undeniable. I Built an Agent for What Comes Next.
I built an agentic system to help anyone feeling the labor market shift think clearly about what comes next. Then I scored it against my own framework. It got a 52
Are We Building AI Agents Like We Built Microservices? (And Paying the Same Price?)
Every team is bolting agentic AI onto everything right now. It's giving pure Agent Smith energy. And we're about to pay the same price we paid with microservices unless we build a framework to stop it.
Agentic LLMs Can Ship Code, But Debugging Is Still Very Human
Agent talk is everywhere. In client meetings and hallway conversations, the theme keeps coming up. Social media can make it feel like agents will soon be serving your next coffee. Maybe one day. Today, we are not there yet. Over the last few months, I have been experimenting heavily on…
Are you ready for microservices? Pt 1: Need, alternatives, and ability
As a development team, our goal is to deliver software that solves business problems. The business’ goal is to provide value to the customers as quickly as possible. “Monolith to microservices” is not a business goal. Business stakeholders don't care about architecture choices. They care if their customers…
Is Kafka or RabbitMQ the right messaging tool for you?
In a previous post [https://aradhye.com/how-integration-patterns-impact-your-microservices-architecture/] on microservices integration patterns, we talked briefly about messaging. Messaging comes with many options and patterns, and one of the most critical decisions you’ll make is choosing between message brokers. RabbitMQ and Kafka are lead options, seen as representing queueing and…
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How to Optimize Your Cloud Infrastructure: An Overview Of Well-Architected Framework
Are you familiar with the Well-Architected Framework (WAF)? It's an essential tool for ensuring that your cloud computing infrastructure is secure, efficient, reliable, and cost-effective. Neglecting to use of the WAF can result in a range of issues,…
Are you ready for microservices? Pt 2: The 6 preparedness factors
In part 1 of our microservices readiness series [https://aradhye.com/are-you-ready-for-microservices-pt-1-need-alternatives-and-ability/] , we looked at how we determine if microservices is actually the right route for you. Once you’ve identified an actual need, ruled out alternative options as insufficient,…
AWS vs. Azure vs. GCP: From quandary to cloud migration
Cloud adoption is happening at a rapid pace these days. With a global pandemic raging, the cloud is only gaining more steam. Disasters always drive home the urgency of readiness and responsiveness. One of our clients experienced this firsthand during…
Healthy and easy taco chicken bowl
I started cooking out of necessity as a student away from home. I got tired of eating crappy food and decided to do it myself. I found excitement in creating flavors that I like. It gives me the same kicks…
Dealing with Parsing changes in .NETCORE 3.1
I was working on a feature to migrate Totem [https://github.com/HeadspringLabs/Totem] to the latest .NETCORE framework upgrade. I was upgrading it to 3.1 version from 2.1. I expected some breaking changes. Microsoft has done a…