Infrastructure capacity planning: forecast resource needs, cost projections, scaling recommendations
原文语言:英语
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Infrastructure capacity planning: forecast resource needs, cost projections, scaling recommendations
原文语言:英语
Chaos engineering: design failure injection experiments, identify blast radius, define steady state, use Chaos Monkey / Gremlin / Litmus — build resilience through controlled failures
原文语言:英语
CI/CD patterns: GitHub Actions workflows, secrets management, deployment gates, matrix builds, caching, reusable workflows, rollbacks
原文语言:英语
Cloud security posture: IAM privilege escalation detection, S3 public exposure audit, security group review, IaC security scanning — AWS, Azure, and GCP misconfigurations
原文语言:英语
Codebase onboarding: generate architecture overviews, create onboarding checklists, document service boundaries, write getting-started guides for new engineers
原文语言:英语
Compliance audit trail design: implement immutable audit logs, change tracking, evidence collection, regulatory reporting, and continuous compliance monitoring for SOC2, HIPAA, PCI-DSS, GDPR, and FedRAMP
原文语言:英语
Coolify self-hosted PaaS: deploy apps and databases on your own server, Docker/Git-based deploys, preview environments, wildcard SSL, free alternative to Heroku/Railway
原文语言:英语
Dependency auditing: identify outdated packages, CVE vulnerabilities, licence conflicts, and unused dependencies — npm, pip, cargo, and Go modules
原文语言:英语
Claude Code dev doctor: workflow guidelines, best practices, instructions, and integration examples
原文语言:英语
Docker Compose for local dev: multi-service stacks, volumes, networking, health checks, env vars, production-like local environments
原文语言:英语
Dockerfile best practices, multi-stage builds, Compose services, networking, volumes, build caching
原文语言:英语
Deploying Claude Code in a regulated industry (finance, healthcare, government); enterprise security review of AI tooling; data residency or sovere...
原文语言:英语
Feature flags: gradual rollouts, A/B testing, kill switches — LaunchDarkly, Unleash, Statsig, and home-built patterns with database or env vars
原文语言:英语
GCP architecture design: Cloud Run, GKE Autopilot, Cloud Functions, BigQuery, Terraform IaC, cost optimisation, IAM, and data pipeline patterns
原文语言:英语
GitHub Actions workflows, job matrices, caching, secrets, reusable workflows, deployment environments
原文语言:英语
Claude Code self-healing ci pipeline: workflow guidelines, best practices, instructions, and integration examples
原文语言:英语
Helm chart authoring and management: write charts from scratch, template best practices, values overrides, chart testing with helm-unittest, and Helmfile for multi-chart deployments
原文语言:英语
Claude Code the incident commander (pagerduty autonomy): workflow guidelines, best practices, instructions, and integration examples
原文语言:英语
Kubernetes manifests, resource limits, health probes, secrets, RBAC, HPA, CrashLoopBackOff diagnosis
原文语言:英语
Zero-downtime migration planning: database schema migrations (expand-contract), infrastructure cutovers, service replacements — phased plans, rollback strategies, and validation gates
原文语言:英语
Monorepo tooling: Turborepo, Nx, pnpm workspaces, shared packages, task pipelines, affected builds, CI optimisation
原文语言:英语
Designing cloud network architecture from scratch, planning VPC CIDR ranges and subnet layouts, implementing zero-trust network principles, selecti...
原文语言:英语
Northflank: managed databases, secret injection, preview environments per PR, multi-service deployment — optimal for agent-generated codebases
原文语言:英语
Observability strategy: design the three pillars (logs, metrics, traces), instrument services, choose tooling, define alerting philosophy, and move from reactive to proactive monitoring
原文语言:英语
Generate on-call runbooks from incident history: common alerts, resolution steps, escalation paths
原文语言:英语
OpenTelemetry setup: traces, metrics, logs, GenAI semantic conventions for LLM calls, export to Honeycomb/Datadog/Grafana, sampling strategies
原文语言:英语
Application performance profiling: identify CPU hotspots, memory leaks, slow queries, N+1 problems — Node.js, Python, and database performance analysis
原文语言:英语
Building internal developer platforms (IDPs), creating golden path service templates that encode organizational standards, setting up Backstage ser...
原文语言:英语
- Writing or reviewing PowerShell scripts for Windows administration or cross-platform automation
原文语言:英语
Pulumi Infrastructure as Code: define cloud infrastructure in TypeScript, Python, or Go — AWS, GCP, Azure, Kubernetes — with full programming language power instead of YAML/HCL
原文语言:英语
Railway deployment: Dockerfile deploys, managed Postgres/Redis, environment variables, PR preview environments, custom domains, CLI workflow
原文语言:英语
Release management: semantic versioning, changelog generation from conventional commits, release readiness checklists, hotfix procedures, rollback plans, and release branch strategy
原文语言:英语
Secrets management: HashiCorp Vault setup, AWS/Azure/GCP secret stores, secret rotation automation, Kubernetes secrets injection, CI/CD integration, and secret leak response
原文语言:英语
Sentry error monitoring: SDK setup, source maps, automated error triage with Claude, performance monitoring, MCP integration for agent-driven debugging
原文语言:英语
SLO design: define SLIs, set reliability targets, calculate error budgets, design alerting policies, build runbooks — Google SRE methodology
原文语言:英语
Terraform modules, state management, workspaces, provider config, plan/apply workflow, remote backends
原文语言:英语
Managing Terraform configurations across multiple environments (dev/staging/prod) that share modules but need different variable values. Reducing b...
原文语言:英语
Stripe Checkout, subscriptions, webhooks, customer portal, payment intents, test mode, idempotency
原文语言:英语
Webhook security: HMAC-SHA256 signature verification, replay attack prevention, idempotency, Stripe + Svix + generic patterns
原文语言:英语
Three-statement financial model: income statement, balance sheet, cash flow statement — build integrated models, link statements, project financials, and stress-test assumptions
原文语言:英语