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Reference Cheatsheets

A curated collection of reference notes, cheatsheets, and resources across engineering, security, data, and systems.

Table of Contents


Security & Information Assurance

  • appsec - Application security practices, testing, and tooling.
  • auth - Authentication mechanisms, patterns, and identity security.
  • ciso - CISO leadership, metrics, and security program strategy.
  • cloudsec - Cloud security resources, benchmarks, and threat models.
  • crypto - Applied cryptography, encryption techniques, and protocols.
  • cti - Cyber threat intelligence sources and frameworks.
  • detect-eng - Detection engineering principles, rules, and workflows.
  • devsecops - Integrating security into CI/CD pipelines and DevOps.
  • dfir - Digital forensics and incident response resources.
  • edr - Endpoint detection and response tools and telemetry.
  • foodcyber - Cybersecurity topics for agriculture and food systems.
  • fraud - Online fraud detection and abuse prevention resources.
  • iacsec - Infrastructure as Code security scanners and policy enforcement.
  • iam - Identity and access management concepts and implementations.
  • incidents - Public incident reviews and post-mortem analysis.
  • iotsec - Internet of Things and embedded hardware security.
  • ldap - LDAP directory services, schema, and queries.
  • linux-fw - Linux firewalls, iptables, and packet filtering.
  • logsiem - Log management and SIEM engineering practices.
  • medsec - Medical device and healthcare cybersecurity resources.
  • netscan - Network scanning, discovery, and inventory tools.
  • oscal - Open Security Controls Assessment Language tooling.
  • osint - Open source intelligence sources and techniques.
  • osquery - Osquery configurations, packs, and endpoint visibility.
  • pan - Palo Alto Networks firewalls and reference architectures.
  • saml - SAML authentication protocols and single sign-on.
  • secdata - Security data pipelines and analytical security engineering.
  • sec-frameworks - Security standards, compliance, and governance frameworks.
  • secorg - Information security organizational structures and models.
  • siem - Security information and event management platforms.
  • sigsci - Signal Sciences next-gen WAF tools and notes.
  • soc - Security operations center processes and architectures.
  • startupsec - Security programs and priorities for early-stage startups.
  • suricata - Network IDS/IPS monitoring, rules, and scripts.
  • vault - HashiCorp Vault secrets management and configuration.
  • velociraptor - Endpoint visibility and digital forensics tool.
  • zeek - Zeek network security monitoring and protocol analysis.

Artificial Intelligence & Machine Learning

  • ai - Agentic systems, LLM tools, security, and architectures.
  • datasci - Data science workflows, statistics, and modeling.
  • jupyter - Jupyter notebooks, kernels, and interactive environments.
  • mlops - Machine learning engineering, pipelines, and operations.
  • notebook - Interactive computing environments and notebook tooling.
  • nvidia - NVIDIA GPU acceleration, CUDA, and driver setups.

Cloud Infrastructure & Platforms

  • aws - Amazon Web Services infrastructure, services, and architectures.
  • azure - Microsoft Azure cloud resources and configurations.
  • gcp - Google Cloud Platform infrastructure and analytics tools.
  • serverless - Serverless computing, functions, and architecture patterns.

Containers & Orchestration

  • containers - Container runtimes, images, and container isolation.
  • k3s - Lightweight Kubernetes distribution setup and patterns.
  • k8s - Kubernetes cluster management, architecture, and deployment.

Data Engineering, Streaming & Databases

  • cassandra - Apache Cassandra distributed NoSQL database.
  • clickhouse - ClickHouse columnar database for analytical queries.
  • dagster - Dagster data orchestrator and asset-based pipelines.
  • dataeng - Data engineering practices, architectures, and tools.
  • data-formats - Serialized data formats, schemas, and specs.
  • duckdb - Embedded analytical SQL database management system.
  • graphdb - Graph databases and connected data structures.
  • iceberg - Apache Iceberg open table format for analytic tables.
  • influxdb - InfluxDB time-series database operations and queries.
  • kafka - Kafka platform architectures and configurations.
  • kafka.md - Apache Kafka event streaming cheatsheet and commands.
  • pandas - Python pandas library for data analysis and manipulation.
  • polars - Lightning-fast DataFrame library for Python and Rust.
  • snowflake - Snowflake cloud data warehouse and analytical queries.
  • spark - Apache Spark distributed data processing framework.
  • sql - Relational SQL tips, techniques, and dialect references.
  • victoria - VictoriaMetrics fast, cost-effective time-series database.

Observability, Metrics & Telemetry

  • elastic - Elasticsearch, Logstash, and Kibana stack guides.
  • humio - Humio (LogScale) log management engine.
  • jaeger - Distributed tracing system for microservices architectures.
  • observability - Observability standards, OpenTelemetry, and logging patterns.
  • splunk - Splunk search processing language and administration.
  • telegraf - Telegraf plugin-driven server agent for collecting metrics.
  • uptime - Service uptime monitoring and synthetic health checks.

Operating Systems & Hardware

  • chromebook - ChromeOS and Crostini Linux container configuration.
  • freebsd - FreeBSD operating system tips and administrative guides.
  • hpc - High-performance computing clusters and architectures.
  • linux - Linux administration, distributions, kernels, and configurations.
  • mac - macOS development environment configurations and utilities.
  • multipass - Canonical Multipass orchestrator for Ubuntu virtual machines.
  • openbsd - OpenBSD configuration, networking, and system security.
  • slurm - Slurm workload manager for high-performance computing clusters.

Programming Languages & Software Engineering

  • asm - Assembly language notes, architectures, and instructions.
  • bash - Bash scripting syntax, idioms, and shell tricks.
  • golang - Go language patterns, TUI, concurrency, and tooling.
  • miscdev - Miscellaneous software development tips and snippets.
  • python - Python programming guides, libraries, and best practices.
  • rust - Rust systems programming resources and libraries.
  • softeng - Software engineering principles and architecture patterns.

Networking & Infrastructure Services

  • bgp - Border Gateway Protocol routing and internet topology.
  • keycloak - Keycloak identity and access management system.
  • nats - NATS high-performance messaging system and architectures.
  • nginx - NGINX web server and reverse proxy configurations.
  • squid - Squid caching and forwarding HTTP web proxy.
  • tailscale - WireGuard-based Tailscale mesh VPN configurations.
  • tls - Transport Layer Security certificates, ciphers, and protocols.
  • unifi - Ubiquiti UniFi network hardware and controller configurations.

DevOps, CI/CD & Automation

  • airflow - Apache Airflow workflow automation and scheduling.
  • ansible - Ansible automation playbooks and configuration management.
  • benthos - Benthos (Redpanda Connect) stream processing service.
  • bots - ChatOps bot frameworks including errbot and opsdroid.
  • devops-platform - Internal developer platforms and DevOps portals.
  • distributed-systems - Distributed systems theory, consensus, and architecture.
  • git - Git version control cheatsheet and command workflows.
  • gitlab - GitLab CI/CD pipelines, runners, and administration.
  • sreops - Site Reliability Engineering practices and operations.
  • tf - Terraform infrastructure as code configurations and modules.
  • windmill - Windmill developer platform for workflows and scripts.
  • workflow - General workflow automation systems and engines.

Developer Tools & Editors

  • awesomewm - Awesome window manager configuration and Lua scripting.
  • helix-editor - Helix modal editor configuration and keybindings.
  • jq - Command-line JSON processor syntax and recipes.
  • markdown - Markdown formatting standards and writing guidelines.
  • neovim - Neovim text editor configs, plugins, and workflows.
  • templating - Template engines and text templating formats.
  • tui - Terminal user interface frameworks and toolkits.
  • xml - XML processing, schemas, and transformation tools.
  • yq - Command-line YAML, JSON, and XML processor recipes.

Career, Leadership & Product Strategy

  • blogs - Curated technical and engineering blogs.
  • booklist - Reading list across technology, systems, and leadership.
  • burnout - Burnout recovery strategies and mental health resources.
  • career - Career development, interviews, and professional progression.
  • devrel - Developer relations, advocacy, and community building.
  • eng-career - Engineering career ladders and skill development.
  • leadership - Engineering leadership, management practices, and culture.
  • meetups - Tech meetups, conferences, and community gatherings.
  • news - Technical news feeds and industry aggregators.
  • podcasts - Recommended tech, security, and culture podcasts.
  • product - Product management principles, strategy, and roadmapping.
  • product-systems - Product operating models and organizational systems.
  • tt - Team Topologies organization and interaction modes.
  • wardley - Wardley mapping strategy and situational awareness.

Civic Tech, Media & Society

  • churchtech - Technology systems, streaming, and software for churches.
  • civtech - Civic technology and public-interest software projects.
  • democracy - Digital democracy, voting security, and civic participation.
  • disinfo - Disinformation analysis, OSINT, and media literacy.
  • eu-tech - European technology ecosystem, regulation, and initiatives.
  • gamedev - Game development engines, patterns, and creative resources.
  • ghost - Ghost publishing platform and headless CMS configuration.
  • mastodon - Mastodon and ActivityPub decentralized social networking.
  • misctech - Miscellaneous technology notes and curiosities.
  • self-hosting - Self-hosted services, home servers, and privacy setups.
  • slack - Slack integrations, apps, and administrative workflows.

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