Implement structured logging with JSON formats, log levels (DEBUG, INFO, WARN, ERROR), contextual logging, PII...
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浏览按 GitHub 星标排序的热门技能
18,036 技能
Master markdown formatting, GitHub Flavored Markdown, README files, and documentation formatting. Use when writing...
Detect and fix memory leaks using heap snapshots, memory profiling, and leak detection tools. Use when investigating...
Profile and optimize application memory usage. Identify memory leaks, reduce memory footprint, and improve...
Design and implement microservices architecture including service boundaries, communication patterns, API gateways,...
Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention...
Build and train machine learning models using scikit-learn, PyTorch, and TensorFlow for classification, regression,...
Build end-to-end ML pipelines with automated data processing, training, validation, and deployment using Airflow,...
Debug issues specific to mobile applications including platform-specific problems, device constraints, and...
Comprehensive mobile app testing strategies for iOS and Android. Covers unit tests, UI tests, integration tests,...
Design for mobile devices first, then scale up to larger screens. Create responsive interfaces that work seamlessly...
Implement offline-first mobile apps with local storage, sync strategies, and conflict resolution. Covers...
Create and manage mocks, stubs, spies, and test doubles for isolating unit tests from external dependencies. Use for...
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and...
Optimize hyperparameters using grid search, random search, Bayesian optimization, and automated ML frameworks like...
Monitor model performance, detect data drift, concept drift, and anomalies in production using Prometheus, Grafana,...
Manage monorepo architectures using Lerna, Turborepo, and Nx. Configure workspaces, dependency versioning, and...
Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid...
Evaluate test suite quality by introducing code mutations and verifying tests catch them. Use for mutation testing,...
Build NLP applications using transformers library, BERT, GPT, text classification, named entity recognition, and...
Analyze network structures, identify communities, measure centrality, and visualize relationships for social...
Debug network issues using browser tools and network analysis. Diagnose connection problems, latency, and data...
Configure network security groups and firewall rules to control inbound/outbound traffic and implement network segmentation.
Design and architect neural networks with various architectures including CNNs, RNNs, Transformers, and attention...