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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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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GitHub
skill-discovery-chaining
Protocols for efficiently identifying, retrieving, and combining relevant skills from the index to solve complex problems without context overload.
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