AgentWeave: Observability for Multi-Agent Systems

When you're running agents that delegate to other agents, logs don't show you the chain. Here's how I built observability into my home lab setup using OpenTelemetry and W3C PROV-O.

A2A: Building a Self-Hosted Multi-Agent System

Most multi-agent setups fail because agents are too generic. Here's what happens when you strip each one down to exactly what it needs and connect them with a real protocol.

Building NixClaw: Giving My AI Agent Eyes and Ears

From a Siri Shortcut to a full voice + vision AI that can see through smart glasses and take actions on my behalf. The journey of building NixClaw, and why the 'last mile' of AI assistants is harder than it looks.

Shipping on the Go: Something Shifted

Something shifted in the last few weeks. Not just better AI tools, but a fundamental change in how I build. Thought to execution, no barrier. Here's what that looks like.

GPU-on-Demand: Wake-on-LAN for ML Workloads

How I set up on-demand GPU access for ML workloads without leaving a power-hungry PC running 24/7. Save power, reduce heat, and still get fast embeddings when you need them.

Mastering CoreDNS and EBS Controller Management on EKS: Challenges and Solutions

Managing Kubernetes clusters can be complex, especially when dealing with performance issues, scalability and system bottlenecks. This article highlights challenges with EBS CSI controller on Amazon EKS and effective management practices.

Crossplane Composition Dependency & Debugging Complex Compositions

Creating dependencies between resources in a composition and debugging complex or nested compositions when they aren't working.

Exploring Generative Image AI with Stable Diffusion

A creative exploration of AI-generated art using Stable Diffusion and Deforum, combining original artwork with AI frame generation to create animated videos.

How Atlan Built A Kubernetes Platform with Virtual Clusters In the Cloud

Reusing Existing Terraform State while migrating to Crossplane

As part of evaluating Crossplane for IaC, one important use-case was the overall flow of migrating resources managed by Terraform to Crossplane, specifically how to re-use existing terraform state.