@kamz

Proving a groundcover BYOC Deployment Path on AWS

May 19 · 13 min read · Intro groundcover is an observability platform built around eBPF-based telemetry collection for Kubernetes environments. Instead of relying only on application-level instrumentation, groundcover can o

Discoveries: Building a Support Copilot with Kilo Code

Apr 23 · 16 min read · A running log of lessons learned while building a small proof-of-concept where two Kilo Code custom agents (a Triager and a Scribe) collaborate on a single seeded bug in a tiny devtools app, and produ

Tracing AI Agent Calls Across Service Boundaries with OTel Collector and Galileo

Mar 26 · 5 min read · I. Introduction: The Observability Problem in Multi-Service AI Apps The rise of multi-service architectures — especially with AI agents spanning multiple runtimes Why logs and metrics alone don't cut

Leveraging Graph Databases for AI Memory with Neo4j and Mastra AI

Sep 30, 2025 · 5 min read · Current State of Implementation: Initialization and Constraints: The initialize method sets up constraints and indexes, which is essential for maintaining data integrity and improving query performance. CRUD Operations: Implemented a wide range of C...

Mastra agents with Appwrite functions

Jun 18, 2025 · 2 min read · A Boring Weekend Turned Serverless Adventure It was one of those weekends where the highlight of my social calendar was deciding which series to binge next—and yet, the itch to tinker with some AI stuff wouldn’t let me rest. I glanced at the clock on...