编程开发
代码生成、调试优化、技术文档等编程辅助提示词
675 个提示词
- Firmware image management: version, target device model, rollback version - Campaign…
OTA Firmware Update
- Cloud-to-device command via MQTT publish to command topic - Command acknowledgment and…
Device Control & Commands
- Rule engine: SQL-like streaming query (like Flink CEP or custom DSL) - WHEN…
Rule Engine & Stream Processing
- Time-series database: InfluxDB / TDengine / TimescaleDB / ClickHouse - Data model: tag…
Time-Series Storage
- High-throughput ingestion: MQTT Kafka / Pulsar as buffer - Message format: Protobuf or…
Telemetry Ingestion
构建IoT数据平台,含设备接入、遥测采集、规则引擎、时序存储、OTA升级。
IoT Data Platform
- Recommendation API: user_id + context ranked item list - Model registry and versioning…
Serving Infrastructure
- Offline metrics: NDCG@K, Recall@K, HitRate, AUC - Online metrics: CTR, CVR, watch…
A/B Testing & Evaluation
- Diversity: MMR (Maximal Marginal Relevance) or DPP to avoid filter bubble - Freshness…
Re-Ranking & Business Logic
- Near real-time model: update user embedding from last N clicks via incremental update…
Real-Time Updates
- New user: onboarding questionnaire initial profile popular + category fallback - New…
Cold Start
- Feature engineering: numeric, categorical, sequence, cross features - Model: GBDT…
Ranking Model
- Collaborative filtering: matrix factorization (ALS) or neural CF (NCF) -…
Candidate Generation (Recall)
- Event collection: impressions, clicks, purchases, dwell time, likes, shares - Feature…
Data Pipeline
构建推荐系统,含召回、排序、特征工程、AB测试、实时更新、冷启动处理。
Recommendation System
- Capacity planning and rebalancing on node add/remove - Per-bucket and per-tenant…
Operations & Monitoring
构建分布式文件存储,含分块上传、断点续传、CDN加速、数据冗余、访问控制。
Distributed File Storage System
构建实时协作工具(类Figma/Google Docs),含CRDT同步、光标共享、版本历史。
Real-Time Collaboration Tool (Docs/Whiteboard)
构建移动应用后端,含用户认证、推送通知、数据同步、离线支持、文件上传。
Mobile App Backend (BaaS)
搭建完整DevOps流水线,含代码检查、构建、测试、安全扫描、部署、监控。
DevOps CI/CD Pipeline & Platform
从单体演进到微服务,含服务拆分、服务发现、分布式事务、链路追踪、配置中心。
Microservices Architecture System
构建API网关,含路由转发、认证鉴权、限流熔断、请求聚合、灰度发布。
API Gateway & Service Mesh
构建数据分析平台,含数据采集、ETL管道、实时看板、SQL查询、报表导出。
Data Analytics & BI Platform
开发任务管理系统,含看板、甘特图、工作流自动化、团队协作、时间跟踪。