UitbreidenOS/UitKit - Seite 21

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

Quellsprache: Englisch

laravel

- Building or maintaining a Laravel 11 application

Quellsprache: Englisch

api-design

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

Quellsprache: Englisch

django

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

Quellsprache: Englisch

fastapi

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

Quellsprache: Englisch

pytest

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

Quellsprache: Englisch

python-async

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

Quellsprache: Englisch

rails

- Building or maintaining a Rails 7+ application

Quellsprache: Englisch

rust

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

Quellsprache: Englisch

ios

- Building iOS, iPadOS, or macOS apps with SwiftUI

Quellsprache: Englisch

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

Quellsprache: Englisch

data-migration

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

Quellsprache: Englisch

data-quality-checker

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

Quellsprache: Englisch

dbt

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

Quellsprache: Englisch

kafka

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

Quellsprache: Englisch

mlflow

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

Quellsprache: Englisch

mlops

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

Quellsprache: Englisch

nlp-pipelines

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

Quellsprache: Englisch

pandas-polars

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

Quellsprache: Englisch

pytorch-tensorflow

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

Quellsprache: Englisch

reinforcement-learning

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

Quellsprache: Englisch

spark

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

Quellsprache: Englisch

sql

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

Quellsprache: Englisch

stakeholder-report

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

Quellsprache: Englisch

synthetic-data

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

Quellsprache: Englisch

blockchain

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

Quellsprache: Englisch

drizzle

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

Quellsprache: Englisch

elasticsearch

- Designing an Elasticsearch index mapping from scratch

Quellsprache: Englisch

graphql

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

Quellsprache: Englisch

mongodb

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

Quellsprache: Englisch

neon

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

Quellsprache: Englisch

postgresql

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

Quellsprache: Englisch

prisma

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

Quellsprache: Englisch

redis

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

Quellsprache: Englisch

supabase

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

Quellsprache: Englisch

turso

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

Quellsprache: Englisch

vector-databases

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

Quellsprache: Englisch

argocd

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

Quellsprache: Englisch

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

Quellsprache: Englisch

azure-architect

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

Quellsprache: Englisch