AI-Assisted Engineering Cheat Sheet
Quick reference for AI-assisted engineering workflows — guardrails, human-in-the-loop, and overreliance risks.
Quick reference for AI-assisted engineering workflows — guardrails, human-in-the-loop, and overreliance risks.
Quick reference for AWS — EC2, S3, VPC, IAM, RDS/DynamoDB, ELB/ASG, and CLI essentials.
Quick reference for chaos engineering — the lifecycle, failure injection types, tools, and blast-radius control.
Quick reference for CI/CD — deployment strategies, GitHub Actions, secrets, and pitfalls.
Quick reference for cloud infrastructure — HA design, network topology, load balancing, autoscaling, and DR.
A beginner-to-advanced reference for Docker — running containers, writing Dockerfiles, layers and caching, volumes, networks, Compose, multi-stage builds, security, health checks, and debugging.
A beginner-to-advanced reference for Git — saving changes, branches, merging, remotes, conflicts, undoing mistakes, rebasing, reflog, bisect, and hooks.
Quick reference for incident response — severity/roles, on-call, linux debugging commands, and the postmortem process.
A beginner-to-advanced reference for Kubernetes — pods, deployments, services, config, probes, resources, rollouts, storage, jobs, troubleshooting, scheduling, autoscaling, RBAC, and network policies.
Quick reference for Linux administration — permissions, processes, text processing, and networking basics.
Quick reference for MCP and AI agents — hosts/clients/servers, tools/resources/prompts, and agent design patterns.
Quick reference for networking — troubleshooting tools, diagnostic order, DNS, and TCP/TLS basics.
Quick reference for OpenTelemetry — traces/spans, context propagation, the Collector, and sampling.
A beginner-to-advanced reference for performance testing with k6 — test types, metrics and percentiles, virtual users and arrival rates, workload models, load, stress, spike and soak tests, bottlenecks, CI gates and reporting.
Quick reference for Prometheus/Grafana observability — PromQL, golden signals, alerting, and Grafana basics.
A beginner-to-advanced reference for Python fundamentals and everyday programming.
A beginner-to-advanced reference for authorised security testing — permission and scope, the OWASP Top 10, HTTP and auth, injection, broken access control, security headers, secrets and dependencies, scanners (ZAP, Semgrep, Trivy), CVSS and reporting.
A beginner-to-advanced reference for SQL — querying, joins, grouping, changing data, CTEs, window functions, indexes, transactions, and query plans.
Quick reference for system performance — the USE method, RED method, and the standard Linux toolkit.
Quick reference for Terraform — core workflow, HCL syntax, state, modules, and drift.