GitHub
kafka-streaming
Comprehensive guide to Apache Kafka for real-time data streaming including topics, producers, consumers, stream processing, and production best practices
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Data & AI AI Skills
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Categories: Data & AI
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GitHub
ai-ethics-and-compliance
Navigating the regulatory landscape and ethical frameworks for responsible AI development and deployment.
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GitHub
database-query-optimization
Comprehensive guide to optimizing database queries, understanding EXPLAIN plans, indexing strategies, and eliminating N+1 queries
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GitHub
caching-strategies
Comprehensive guide to caching strategies, cache layers, invalidation patterns, and implementation for improving application performance
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GitHub
onboarding-flows
Comprehensive guide to designing and writing effective user onboarding experiences that drive activation and retention
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GitHub
experiment-design
Comprehensive guide to A/B testing, multivariate testing, statistical significance, and experiment analysis for data-driven product decisions
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GitHub
gitops-with-argocd
Implementing GitOps workflows for Kubernetes deployments using ArgoCD.
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GitHub
pii-policy-enforcement
Policy และ mechanisms สำหรับ detect, classify และ protect PII data ใน data platform
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GitHub
naming-folder-conventions
Conventions for naming files, folders, variables, functions, types, tests, and configs to keep a codebase predictable, searchable, and consistent
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GitHub
trust-pages-structure
Comprehensive guide to structuring trust-building pages including About, Privacy, Terms, Security, and FAQ pages that build credibility
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GitHub
budget-guardrails-and-cost-controls
Implementation of preventive and detective controls to prevent cloud bill shock and ensure fiscal governance.
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GitHub
data-quality-checks
Comprehensive guide to data quality validation, testing frameworks, anomaly detection, and data observability for production data pipelines
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GitHub
data-freshness-and-latency
Monitoring and optimizing how quickly data flows through pipelines and ensuring it meets timeliness requirements.
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GitHub
service-scaffold-generator
Generator สำหรับสร้าง microservice ใหม่พร้อม structure, config, Docker, CI/CD, และ boilerplate code ครบชุด
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GitHub
vector-search-patterns
Implementing semantic search and similarity search using vector embeddings and vector databases.
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GitHub
debugging-tools-and-techniques
Comprehensive debugging strategies, tools, and techniques for efficiently identifying and fixing bugs across different environments.
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GitHub
infrastructure-sizing-and-capacity-planning
Methods for determining the optimal resource allocation for compute, database, and network systems to balance cost and performance.
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GitHub
contract-testing-with-pact
Implementing consumer-driven contract testing for microservices using Pact.
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GitHub
data-migrations-backfill
Zero-downtime patterns for production schema changes and large backfills, including expand/contract, batching, verification, and rollback strategies
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GitHub
system-boundaries
Defining clear boundaries between systems, services, and modules to manage complexity and enable independent evolution.
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GitHub
enterprise-rbac-models
Comprehensive guide to implementing Role-Based Access Control for enterprise applications with hierarchical roles, custom permissions, and multi-level access
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GitHub
cost-guardrails
See the main Budget Guardrails skill for comprehensive coverage of cost controls and governance.
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GitHub
data-contracts
Implementing formal agreements between data producers and consumers to ensure data reliability and stability.
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GitHub
vendor-onboarding
Comprehensive guide to enterprise vendor onboarding processes, timelines, requirements, and strategies for accelerating customer acquisition
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.