Backup
Backup and disaster recovery. backup strategy, disaster recovery, RPO/RTO, data integrity, durability, runbook.
Fix
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Cli
CLI tool development. Argument parsing (Commander, Clap, Cobra, Click), TUI frameworks (Ink, Ratatui, Bubbletea, Rich), shell completions, config management, cross-platform distribution.
Debug
Scientific debugging. Reproduce → investigate → prove root cause. Finds all bugs.
Grpc
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Experiment
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Finish
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Email and notifications. SendGrid, SES, Postmark, Resend, MJML, React Email, delivery tracking, DNS auth.
E2e
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Changelog
Changelog and release notes management. Keep a Changelog format, Conventional Commits auto-generation, breaking change communication, migration guides, audience-specific notes.
Godmode
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Ghactions
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Devsecops
DevSecOps pipeline security. SAST/DAST/SCA scanning, secret scanning, container scanning (Trivy, Snyk, Semgrep, CodeQL), security gates, shift-left CI/CD integration.
Ddd
Domain-Driven Design. Bounded contexts, context mapping, ubiquitous language, aggregates, entities, value objects, domain events, repositories, event storming.
Chart
Data visualization. chart, graph, dashboard, visualize data, plot, analytics, D3.js, Chart.js, Recharts, Plotly.
Agent
AI agent development. ReAct/plan-and-execute/multi-agent architectures, tool design, memory systems, guardrails, orchestration (LangChain, LlamaIndex, CrewAI, AutoGen).
Forms
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Api
API design and specification. REST, GraphQL, gRPC, OpenAPI, design an API, create API spec, validate my API, endpoint.
Config
Config. dev/staging/prod, feature flags, A/B test rollout, config validation, env parity, secret safety, drift detection.
Automate
Task automation. cron jobs, webhooks, GitHub Actions, Makefile, Taskfile, scripts, CI/CD, scheduled tasks.
A11y
Accessibility. WCAG 2.1 AA/AAA, a11y audit, color contrast, keyboard navigation, screen reader, Axe, Pa11y, Lighthouse.
Event
Event-driven architecture. SQS, NATS, schema versioning, DLQ, retry policies, idempotency.
Designsystem
Design system architecture. design tokens, theme systems, Figma to code, component API, Storybook, light/dark, versioning.
Concurrent
Concurrency and parallelism. thread safety, race condition, deadlock, lock-free, async/await, actor model, mutex, goroutine.
Crypto
Crypto. encryption, hashing, Argon2, bcrypt, key management, JWT signing, TLS hardening, digital signatures, sensitive data.
Docker
Docker containerization — Dockerfile, multi-stage builds, Docker Compose, image size optimization, security scanning, networking, volumes.
Architect
Software architecture design — system architecture, monolith/microservices/serverless/event-driven trade-offs, C4 diagrams, ADRs, CQRS, hexagonal.
Git
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Apidocs
API documentation. OpenAPI, Swagger, Redoc, contract-first development, spec-first, code-first, interactive docs.
Cron
Scheduled tasks and cron jobs. cron, recurring task, background jobs, BullMQ, Celery, Sidekiq, node-cron, APScheduler.
Angular
Angular architecture. NgRx, Signals, RxJS, standalone components, lazy loading, dependency injection, Jasmine, Jest.
Auth
Authentication and authorization. JWT, OAuth2, OIDC, SAML, API keys, mTLS, MFA, passwordless, social login, session management, identity providers (Auth0, Okta, Cognito).
Graphql
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Build
Implementation engine. Parallel agents in worktrees from plan.
Cost
Cloud cost optimization. AWS/GCP/Azure, right-sizing, waste detection, cost allocation, budget alerting, reserved instances.
Cache
Cache. Redis, Memcached, Varnish, CDN, cache invalidation, TTL, write-through, cache stampede, thundering herd.
Docs
Docs. OpenAPI/Swagger, JSDoc, docstrings, README, runbook, API docs, stale docs audit, missing coverage.
Analytics
Product analytics implementation — event tracking, funnel analysis, A/B testing, Segment/Amplitude/Mixpanel/PostHog, privacy-compliant instrumentation.
Eval
AI/LLM evaluation. Benchmark creation, regression testing, statistical significance, LLM-as-judge, promptfoo.
Deploy
Advanced deployment strategies. Blue-green, canary releases, progressive rollouts, automated rollback, feature flag coordination, zero-downtime migrations, risk mitigation.
Distributed
Distributed systems design — CAP theorem, consensus (Raft/Paxos), sharding, partitioning, eventual consistency, leader election, distributed locking.
Comply
Compliance and governance — GDPR, HIPAA, SOC2, PCI-DSS, audit trails, privacy controls, data retention, license compliance.
Chaos
Chaos engineering. failure injection, circuit breakers, game day, disaster recovery, resilience test, network failures.
Fastapi
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Edge
Edge computing and serverless. Deno Deploy, distributed state, Cloudflare Workers, Vercel Edge, AWS Lambda.
Bench
Formal benchmark harness. Runs a metric command N times across 2-3 variants (git refs or state-prep shell commands), checks variance, computes delta vs. declared baseline, and emits a reproducible TSV plus a one-paragraph summary. Read-only to source. Inspired by caveman's 3-arm eval.
Cicd
CI/CD pipeline design. GitHub Actions, GitLab CI, CircleCI, Jenkins, stage optimization, caching strategies, artifact management, matrix builds, pipeline templating.
Feature
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Django
Django + FastAPI development. Project structure, DRF serializers/viewsets, Pydantic, async Django with ASGI, admin, ORM optimization, deployment.