Deep-dive into AWS IoT architecture, device connectivity, edge computing, and fleet management.
Create and manage Cognitum Seed device fleets with firmware policies
IoT communication protocol selection and advisory covering MQTT, CoAP, AMQP, HTTP comparison, wireless technologies (Zigbee, Z-Wave, BLE…
Opinionated JB GitHub Actions release-attempt workflow.
Audit existing infrastructure for security issues, waste, and misconfigurations.
Build production-grade infrastructure as code for a service or project.
Bootstrap a custom carrier board by forking carrier files and scaffolding a DT overlay from the reference devkit.
Build Model Context Protocol (MCP) servers on Cloudflare Workers - the only platform with official remote MCP support.
Azure Kubernetes Service (AKS) Automatic mode and 2025 platform features.
Use when the user asks about or needs help with Kubernetes (k8s), OpenShift (OCP), or Operator Lifecycle Manager (OLM) v0 or v1, including…
Expert knowledge of Apache Kafka architecture, cluster design, capacity planning, partitioning strategies, replication, and high…
Infrastructure as Code (IaC) deployment expert for Apache Kafka.
Topic design, partition strategies, consumer group patterns, exactly-once processing, and dead letter queue handling.
Scan a project to identify Kafka applications, extract schemas from data models, tag PII fields, generate Terraform for Confluent Schema…
Expert-level Kamal deployment guidance for deploying containerized applications to any server.
Use when accessing a Keboola-managed Git (Forgejo) repo for a python-js data app via the kbagent CLI — provisioning the repo, finding its…
Deploys compiled firmware to embedded target boards using Keil MDK's native debugger and Flash algorithms.
Search a knowledge base using Amazon Bedrock RAG (Retrieval-Augmented Generation).
Design a Kubernetes cluster architecture — node pools, RBAC, networking, and workload config.
Operating production Kubernetes clusters effectively with resource management, advanced scheduling, networking, storage, security…
Safety, CRD, webhook, RBAC, and dev loop checklists