UitbreidenOS/UitKit - 第 21 页

deno

Deno 2 runtime: built-in TypeScript, permission model, deno.json config, npm compatibility, standard library, Deno KV, Deno Deploy edge runtime, Fresh framework islands architecture, and testing with Deno.test

原文语言：英语

laravel

- Building or maintaining a Laravel 11 application

原文语言：英语

api-design

REST API design: resource naming, versioning, pagination, error responses, rate limiting headers, idempotency, OpenAPI documentation

原文语言：英语

django

Django project layout, ORM models, migrations, DRF serializers, viewsets, Celery tasks, admin customization

原文语言：英语

fastapi

FastAPI app structure, async routes, Pydantic models, SQLAlchemy, dependency injection, background tasks, TestClient

原文语言：英语

pytest

pytest deep dive: fixtures, parametrize, markers, mocking, async tests, coverage, conftest patterns, and CI integration

原文语言：英语

python-async

Python asyncio patterns: async/await, concurrent tasks, aiohttp, timeouts, queues, background tasks, common pitfalls

原文语言：英语

rails

- Building or maintaining a Rails 7+ application

原文语言：英语

rust

- Writing or reviewing Rust code with ownership, borrow checker, or lifetime errors

原文语言：英语

ios

- Building iOS, iPadOS, or macOS apps with SwiftUI

原文语言：英语

dashboard-narrator

Translate dashboard data and charts into plain-English narrative: key insights, anomalies, recommendations — written for non-technical stakeholders who don't read charts

原文语言：英语

data-migration

Database migration patterns: zero-downtime schema changes, data backfills, Alembic, Prisma Migrate, Rails migrations

原文语言：英语

data-quality-checker

Data quality audit: identify nulls, duplicates, outliers, schema drift, and type mismatches — generate a data health report and remediation SQL

原文语言：英语

dbt

dbt models, sources, tests, macros, incremental models, documentation, CI integration, Jinja patterns

原文语言：英语

kafka

Designing or implementing event-driven architectures, building real-time data pipelines with Kafka, configuring producers and consumers in Python o...

原文语言：英语

mlflow

MLflow experiment tracking, model registry, artifact logging, model serving, multi-run comparison, sklearn/PyTorch integration

原文语言：英语

mlops

Setting up ML pipelines end-to-end, deploying or serving trained models, configuring experiment tracking with MLflow or Weights & Biases, building ...

原文语言：英语

nlp-pipelines

Building NLP systems end to end — text preprocessing, fine-tuning transformer models, named entity recognition (NER), text classification, sentimen...

原文语言：英语

pandas-polars

Pandas and Polars data manipulation: filtering, groupby, joins, time series, performance optimization

原文语言：英语

pytorch-tensorflow

PyTorch and TensorFlow model training, data loaders, GPU setup, checkpointing, inference optimization

原文语言：英语

reinforcement-learning

Designing Gymnasium-compatible environments, training policies with Stable Baselines3, engineering or debugging reward functions, implementing curr...

原文语言：英语

spark

Apache Spark DataFrames, Spark SQL, PySpark transformations, partitioning, UDFs, Structured Streaming, Delta Lake

原文语言：英语

sql

SQL query writing and optimisation: complex joins, window functions, CTEs, indexes, query plans, migration patterns

原文语言：英语

stakeholder-report

Weekly and monthly stakeholder data report: headline metrics, trends, root cause analysis, action items — structured for executive and cross-functional audiences

原文语言：英语

synthetic-data

Synthetic data generation: realistic relational datasets for testing, seeding, and ML training — Faker, factory patterns, constraint-aware generation

原文语言：英语

blockchain

Writing or reviewing Solidity smart contracts, implementing ERC-20/721/1155 token standards, building DeFi protocols, optimizing gas costs, perform...

原文语言：英语

drizzle

Drizzle ORM: TypeScript-first schema, relations, migrations, query builder, Neon/Supabase/PlanetScale integration — the AI-legible ORM

原文语言：英语

elasticsearch

- Designing an Elasticsearch index mapping from scratch

原文语言：英语

graphql

GraphQL schema design, resolvers, mutations, subscriptions, DataLoader, Prisma integration, N+1 prevention

原文语言：英语

mongodb

MongoDB patterns: schema design, aggregation pipeline, indexes, transactions, Atlas Search, Mongoose vs native driver

原文语言：英语

neon

Neon serverless PostgreSQL: connection pooling, database branching, pgvector for AI, autoscaling patterns, Vercel integration

原文语言：英语

postgresql

PostgreSQL backend patterns: full-text search, JSONB, arrays, pg_notify, PL/pgSQL functions, connection pooling with asyncpg and node-postgres

原文语言：英语

prisma

Prisma ORM: schema design, relations, migrations, nested writes, middleware, raw queries, type-safe database access

原文语言：英语

redis

Redis patterns: caching, sessions, rate limiting, pub/sub, queues, distributed locks — with Python and Node.js examples

原文语言：英语

supabase

Supabase: Row Level Security policies, auth integration, realtime subscriptions, Storage, Edge Functions, pgvector

原文语言：英语

turso

Turso: embedded SQLite for the edge — database setup, LibSQL client, schema design, multi-tenancy patterns, and deployment with Cloudflare Workers and Bun

原文语言：英语

vector-databases

- User is implementing semantic search, RAG pipelines, or recommendation systems

原文语言：英语

argocd

ArgoCD GitOps: declarative continuous delivery for Kubernetes — Application setup, sync policies, automated rollouts, RBAC, notifications, and multi-cluster management

原文语言：英语

aws-architect

AWS architecture design: serverless, three-tier, event-driven, and container patterns — CloudFormation/Terraform IaC, cost optimisation, IAM best practices, and startup-to-scale patterns

原文语言：英语

azure-architect

Azure architecture design: App Service, AKS, Azure Functions, Cosmos DB, Bicep IaC templates, cost optimisation, Entra ID integration, and migration patterns

原文语言：英语