GitHub
data-lineage
Mapping the flow of data from source to destination for transparency, impact analysis, and troubleshooting.
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Databases AI Skills
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GitHub
bruno-smoke-test-generator
Generator สำหรับสร้าง Bruno API test collections อัตโนมัติจาก OpenAPI specs หรือ endpoint definitions
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GitHub
profiling-nodejs-python
Comprehensive guide to CPU and memory profiling in Node.js and Python for identifying bottlenecks and optimizing performance
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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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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
scim-provisioning
Comprehensive guide to implementing SCIM 2.0 for automated user provisioning and deprovisioning in enterprise applications
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GitHub
contract-test-gates
Gates สำหรับ enforce API contract testing ระหว่าง services ด้วย Pact หรือ OpenAPI validation
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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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