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the toolbox

Grouped by what breaks at 3AM. Search it, or pick the job you are hiring for and let the page do the matching — it knows the aliases, so “EKS” finds AWS and “incident response” finds the SRE half.

ask me about any of them

0

tools on the shelf

  • 12categories
  • 64daily drivers
  • 116run in production
  • 142real logos
219
hiring for
Daily driver
in my hands most weeks
Production experience
shipped it, ran it, been paged for it
Working knowledge
useful on day one, not day zero

Clouds

10

One landing-zone pattern each, zero snowflakes.

  • AWS

    Daily driver
  • Google Cloud

    Daily driver
  • Azure

    Daily driver
  • Cloudflare

    Daily driver
  • Huawei Cloud

    Production experience
  • Alibaba Cloud

    Production experience
  • Oracle Cloud

    Production experience
  • IBM Cloud

    Working knowledge
  • DigitalOcean

    Production experience
  • OpenStack

    Production experience

Containers & orchestration

21

I dream in YAML and argue with the scheduler at 3AM.

  • Kubernetes

    Daily driver
  • Docker

    Daily driver
  • Helm

    Daily driver
  • Argo CD

    Daily driver
  • Argo Rollouts

    Production experience
  • Flux CD

    Production experience
  • Kustomize

    Daily driver
  • Podman

    Production experience
  • containerd

    Production experience
  • OpenShift

    Production experience
  • Rancher

    Production experience
  • Talos Linux

    Production experience
  • Cluster API

    Production experience
  • Karpenter

    Production experience
  • KEDA

    Production experience
  • Kyverno

    Production experience
  • Knative

    Working knowledge
  • Crossplane

    Production experience
  • Anthos Service Mesh

    Production experience
  • etcd

    Production experience
  • k9s

    Daily driver

Infrastructure as code & CI/CD

22

OpenTofu and Terraform — listing one is ideology, listing both is seniority.

  • Terraform

    Daily driver
  • OpenTofu

    Daily driver
  • Terragrunt

    Production experience
  • Pulumi

    Production experience
  • Ansible

    Daily driver
  • Ansible AWX

    Production experience
  • HashiCorp Consul

    Daily driver
  • Packer

    Production experience
  • Vagrant

    Working knowledge
  • Nix / NixOS

    Production experience
  • Chef

    Working knowledge
  • Puppet

    Working knowledge
  • Salt

    Working knowledge
  • GitHub Actions

    Daily driver
  • GitLab CI

    Daily driver
  • Jenkins

    Production experience
  • Tekton

    Working knowledge
  • Dagger

    Working knowledge
  • Cloud Build

    Production experience
  • Backstage

    Working knowledge
  • Atlantis

    Production experience
  • Renovate

    Production experience

Observability & SRE

23

Prometheus 3.x — native histograms, UTF-8 labels, OTLP receiver. I write histogram_quantile from memory.

  • Prometheus

    Daily driver
  • Grafana

    Daily driver
  • OpenTelemetry

    Daily driver
  • Loki

    Daily driver
  • Tempo

    Production experience
  • Mimir

    Production experience
  • Pyroscope

    Working knowledge
  • Alloy

    Production experience
  • Thanos

    Production experience
  • VictoriaMetrics

    Production experience
  • Jaeger

    Production experience
  • Elasticsearch

    Production experience
  • OpenSearch

    Production experience
  • Kibana

    Production experience
  • Fluent Bit

    Production experience
  • Datadog

    Production experience
  • New Relic

    Working knowledge
  • Sentry

    Production experience
  • Zabbix

    Working knowledge
  • ClickHouse

    Production experience
  • InfluxDB

    Working knowledge
  • Netdata

    Working knowledge
  • SLO / SLI & error budgets

    Daily driver

Security

25

I attack my own infra before someone else volunteers. SELinux stays enforcing.

  • HashiCorp Vault

    Daily driver
  • OpenBao

    Production experience
  • SOPS + age

    Production experience
  • Trivy

    Daily driver
  • Falco

    Production experience
  • Tetragon

    Production experience
  • Semgrep

    Production experience
  • Snyk

    Production experience
  • SonarQube

    Production experience
  • Sigstore cosign

    Production experience
  • SLSA

    Production experience
  • OPA / Rego

    Production experience
  • Keycloak

    Daily driver
  • Kali Linux

    Production experience
  • Burp Suite

    Production experience
  • Metasploit

    Production experience
  • Nmap

    Production experience
  • Wireshark

    Production experience
  • BloodHound

    Working knowledge
  • Prowler

    Production experience
  • kube-bench

    Production experience
  • OWASP

    Production experience
  • YubiKey

    Daily driver
  • SIEM & SOAR

    Production experience
  • CIS · ISO 27001 · SOC 2

    Production experience

Networking & mesh

16

It's not DNS · there's no way it's DNS · it was DNS.

  • Cilium eBPF

    Daily driver
  • Hubble

    Production experience
  • Gateway API

    Production experience
  • Istio

    Production experience
  • Linkerd

    Working knowledge
  • Envoy

    Production experience
  • NGINX

    Daily driver
  • Traefik

    Production experience
  • HAProxy

    Production experience
  • Kong

    Working knowledge
  • WireGuard

    Daily driver
  • Tailscale

    Daily driver
  • cert-manager

    Daily driver
  • nftables

    Production experience
  • VLAN & L2/L3 routing

    Daily driver
  • DNS

    Daily driver

Data & streaming

21

PostgreSQL is my one true database — I tune autovacuum recreationally.

  • PostgreSQL

    Daily driver
  • CloudNativePG

    Production experience
  • MySQL

    Production experience
  • MariaDB

    Production experience
  • MongoDB

    Production experience
  • Redis

    Daily driver
  • Valkey

    Production experience
  • Cassandra

    Working knowledge
  • DynamoDB

    Production experience
  • DuckDB

    Working knowledge
  • Apache Kafka

    Production experience
  • Redpanda

    Working knowledge
  • RabbitMQ

    Production experience
  • Apache Pulsar

    Working knowledge
  • NATS JetStream

    Production experience
  • Debezium

    Working knowledge
  • BullMQ

    Production experience
  • Meilisearch

    Production experience
  • MinIO

    Daily driver
  • Ceph

    Working knowledge
  • BigQuery

    Production experience

Load & performance

10

Plain wrk lies to you — coordinated omission is real, use wrk2.

  • k6

    Daily driver
  • Locust

    Production experience
  • Gatling

    Working knowledge
  • JMeter

    Production experience
  • Vegeta

    Production experience
  • wrk2

    Daily driver
  • fio

    Production experience
  • iperf3

    Production experience
  • perf + FlameGraph

    Production experience
  • pgbench

    Production experience

Languages

30

Bash starts with set -euo pipefail on line one. Always.

  • Python

    Daily driver
  • Go

    Daily driver
  • Bash

    Daily driver
  • TypeScript

    Daily driver
  • JavaScript

    Daily driver
  • Rust

    Production experience
  • C

    Production experience
  • C++

    Production experience
  • C#

    Production experience
  • Java

    Production experience
  • HCL

    Daily driver
  • PromQL

    Daily driver
  • Rego

    Production experience
  • SQL

    Daily driver
  • Lua

    Production experience
  • PowerShell

    Production experience
  • Ruby

    Working knowledge
  • PHP

    Working knowledge
  • Kotlin

    Working knowledge
  • Scala

    Working knowledge
  • Elixir

    Working knowledge
  • Zig

    Working knowledge
  • Perl

    Working knowledge
  • Haskell

    Working knowledge
  • R

    Working knowledge
  • Dart

    Working knowledge
  • Swift

    Working knowledge
  • Nix

    Production experience
  • CUE

    Working knowledge
  • Assembly

    Working knowledge

Apps I actually shipped

13

Infrastructure is nicer when you've had to run the thing on top of it.

  • Next.js

    Daily driver
  • React

    Daily driver
  • NestJS

    Production experience
  • Prisma

    Production experience
  • Tailwind CSS

    Daily driver
  • Socket.IO

    Production experience
  • LiveKit

    Production experience
  • Yjs

    Production experience
  • GraphQL

    Production experience
  • Unity

    Production experience
  • Unreal Engine

    Working knowledge
  • WebGL / GLSL

    Production experience
  • OpenAI API

    Production experience

Operating systems

16

Shell: zsh + starship + tmux + nvim. Theme: pink, obviously.

  • Arch Linux

    Daily driver
  • Debian

    Daily driver
  • Ubuntu

    Daily driver
  • RHEL

    Daily driver
  • Fedora

    Production experience
  • Gentoo

    Working knowledge
  • NixOS

    Production experience
  • Talos Linux

    Production experience
  • macOS

    Daily driver
  • Windows Server

    under protest

    Production experience
  • Proxmox VE

    Daily driver
  • QEMU / KVM

    Production experience
  • Neovim

    Daily driver
  • tmux

    Daily driver
  • Git

    Daily driver
  • SELinux

    Production experience

Physical & data centre

12

The layer most platform engineers have never touched. I have racked it.

  • Data centre architecture

    Daily driver
  • Rack & stack

    Daily driver
  • A+B redundant power

    Daily driver
  • HVAC & thermal

    Daily driver
  • MEP engineering

    Production experience
  • Structured cabling

    Daily driver
  • Fire & life safety

    Production experience
  • Physical security

    Production experience
  • Site development

    Production experience
  • Construction management

    Production experience
  • Capacity planning

    Daily driver
  • FinOps

    Daily driver