KCKam Chehresainkamc.hashnode.dev·May 19 · 13 min readProving a groundcover BYOC Deployment Path on AWSIntro groundcover is an observability platform built around eBPF-based telemetry collection for Kubernetes environments. Instead of relying only on application-level instrumentation, groundcover can o00
KCKam Chehresainkamc.hashnode.dev·Apr 23 · 16 min readDiscoveries: Building a Support Copilot with Kilo CodeA 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 produ00
KCKam Chehresainkamc.hashnode.dev·Mar 26 · 5 min readTracing AI Agent Calls Across Service Boundaries with OTel Collector and GalileoI. 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 cut00
KCKam Chehresainkamc.hashnode.dev·Sep 30, 2025 · 5 min readLeveraging Graph Databases for AI Memory with Neo4j and Mastra AICurrent 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...00
KCKam Chehresainkamc.hashnode.dev·Jun 18, 2025 · 2 min readMastra agents with Appwrite functionsA 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...00
