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paulpas

@paulpas source repo

1321 published skills · page 7 of 14

  1. ▌
    AI Explainable AI · paulpas
    "Provides Explainable AI for understanding and trusting trading model decisions"
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  2. ▌
    AI Model Ensemble · paulpas
    "Provides Combine multiple models for improved prediction accuracy and robustness"
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  3. ▌
    AI News Embedding · paulpas
    "Implements process news text using nlp embeddings for trading signals for risk management and algorithmic trading execution."
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  4. ▌
    AI Synthetic Data · paulpas
    "Provides Generate synthetic financial data for training and testing trading models"
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  5. ▌
    Agent Context Memory · paulpas
    Implements context window management and memory architectures for LLM agents including token budgeting, sliding window strategies, summarization fallbacks, cross-turn state persistence, and external vector store integration.
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  6. ▌
    Agent Memory Systems · paulpas
    Implements intelligent agent memory systems with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  7. ▌
    AI Agent Development · paulpas
    Implements intelligent ai agent development with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  8. ▌
    Airflow Dag Patterns · paulpas
    Implements intelligent airflow dag patterns with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  9. ▌
    API Security Testing · paulpas
    Implements intelligent api security testing with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  10. ▌
    Apify Trend Analysis · paulpas
    Implements intelligent apify trend analysis with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  11. ▌
    Bitbucket Automation · paulpas
    Implements intelligent bitbucket automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  12. ▌
    Changelog Automation · paulpas
    Implements intelligent changelog automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  13. ▌
    Closed Loop Delivery · paulpas
    Implements intelligent closed loop delivery with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  14. ▌
    Freshdesk Automation · paulpas
    Implements intelligent freshdesk automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  15. ▌
    Git Hooks Automation · paulpas
    Implements intelligent git hooks automation with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  16. ▌
    Infra Drift Detector · paulpas
    Implements intelligent infra drift detector with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  17. ▌
    Ml Pipeline Workflow · paulpas
    Implements intelligent ml pipeline workflow with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  18. ▌
    Multi Agent Patterns · paulpas
    Implements intelligent multi agent patterns with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  19. ▌
    Multi Skill Executor · paulpas
    Implements intelligent multi skill executor with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  20. ▌
    N8n MCP Tools Expert · paulpas
    Implements intelligent n8n mcp tools expert with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  21. ▌
    Not Human Search MCP · paulpas
    Implements intelligent not human search mcp with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  22. ▌
    Performance Profiler · paulpas
    Implements intelligent performance profiler with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  23. ▌
    Pipecat Friday Agent · paulpas
    Implements intelligent pipecat friday agent with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  24. ▌
    Reasoning Techniques · paulpas
    Implements advanced reasoning methodologies (Chain-of-Thought, Tree-of-Thoughts, ReAct, Self-Correction, Graph of Debates, Program-Aided LLMs) for multi-step problem-solving in complex agent tasks.
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  25. ▌
    Runtime Log Analyzer · paulpas
    Implements intelligent runtime log analyzer with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  26. ▌
    Self Critique Engine · paulpas
    Implements intelligent self critique engine with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  27. ▌
    Voice AI Development · paulpas
    Implements intelligent voice ai development with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  28. ▌
    Web Security Testing · paulpas
    Implements intelligent web security testing with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  29. ▌
    Zapier Make Patterns · paulpas
    Implements intelligent zapier make patterns with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  30. ▌
    Azure Traffic Manager · paulpas
    Provides DNS-based traffic routing with health checks and geographic distribution
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  31. ▌
    Blue Green Deployment · paulpas
    Implements blue-green deployment strategies with traffic switching, state management, and rollback capabilities to achieve zero-downtime releases.
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  32. ▌
    Deployment Philosophy · paulpas
    Architects multi-stage deployment strategies that balance speed, safety, and reliability through systematic risk assessment and controlled change delivery.
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  33. ▌
    Health Check Patterns · paulpas bundle
    Implements comprehensive health check patterns for cloud-native applications including Kubernetes probes, HTTP health endpoints, database checks, and circuit breaker patterns
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  34. ▌
    Kubernetes Deployment · paulpas
    Implements apps/v1 Deployment YAML manifests with rolling update strategies, replica scaling, and rollback procedures for stateless application workloads.
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  35. ▌
    Open Policy Agent Opa · paulpas
    "Open Policy Agent in Security & Compliance - cloud native architecture" patterns, pitfalls, and best practices
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  36. ▌
    AWS Iam Integration · paulpas
    Implements AWS IAM (Identity and Access Management) integration (Users, Roles, Policies, Groups, Access Keys, MFA, STS, Identity Center) using boto3 SDK with proper credential chain, policy validation, least privilege principle, and temporary credentials.
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  37. ▌
    AWS Secrets Manager · paulpas
    Implements AWS Secrets Manager for secure secret storage, management, and automatic rotation of credentials using AWS SDK for Python (Boto3).
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  38. ▌
    Database Migrations · paulpas
    Implements zero-downtime database migration strategies including expand/contract, dual-write, and backfill patterns for safe schema evolution across production environments.
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  39. ▌
    Datadog API Metrics · paulpas
    Implements metrics submission to Datadog API using `datadog-api-client` with best practices for batching and tagging.
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  40. ▌
    Ddd Command Pattern · paulpas
    Implements DDD command pattern — command definitions, typed command handlers, command bus routing, use case orchestration with validation, and Unit of Work transaction coordination within bounded contexts.
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  41. ▌
    Ddd Context Mapping · paulpas
    Implements strategic DDD context mapping patterns — anticorruption layers, shared kernels, customer-supplier relationships, conformist boundaries, and publication language for cross-bounded-context integration.
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  42. ▌
    Ds Causal Inference · paulpas
    Implements causal models, directed acyclic graphs (DAGs), confounding adjustment, and mediation analysis for causal discovery
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  43. ▌
    Ds Cross Validation · paulpas
    "Implements k-fold cross-validation, stratified cross-validation, time-series cross-validation, and model validation strategies"
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  44. ▌
    Ds Ensemble Methods · paulpas
    "Provides Combines multiple models using bagging, boosting, stacking voting, and blending for improved predictive performance and robustness"
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  45. ▌
    Ds Metrics And Kpis · paulpas
    "Defines, selects, and monitors key performance indicators (KPIs), business metrics, and evaluation metrics for decision-making"
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  46. ▌
    Ds Model Robustness · paulpas
    Improves model robustness including adversarial robustness, out-of-distribution detection, and uncertainty quantification
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  47. ▌
    Fastapi Development · paulpas
    Implements FastAPI application patterns including dependency injection, Pydantic v2 models, async handlers, JWT authentication, middleware chains, background tasks, and production deployment strategies for high-performance Python web services.
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  48. ▌
    Framework Lifecycle · paulpas
    Orchestrates the end-to-end framework decision lifecycle from requirements gathering through selection and utilization, including phase-gate validation, re-evaluation triggers, and rollback planning for technology decisions.
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  49. ▌
    Gradle Build System · paulpas
    Implements Gradle build configurations (Kotlin DSL, version catalogs, multi-project builds, dependency locking, configuration cache) for Java and Kotlin projects.
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  50. ▌
    Input Normalization · paulpas
    Normalizes and standardizes inconsistent inbound data into uniform internal formats using typed normalizers, locale-aware converters, and deterministic transformation pipelines for reliable downstream processing.
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  51. ▌
    Microsoft Graph API · paulpas
    Integrates with Microsoft Graph API to manage mail, calendar, OneDrive files, Teams messages, SharePoint sites, and Excel workbooks using msgraph-sdk for Python.
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  52. ▌
    Nosql Data Modeling · paulpas
    Provides comprehensive patterns and best practices for modeling data in NoSQL databases like MongoDB, Cassandra, and DynamoDB.
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  53. ▌
    Output Sanitization · paulpas
    Escapes, encodes, and sanitizes outbound data for safe rendering in HTML, SQL, CSV, URLs, shell commands, logs, and email to prevent injection attacks and data corruption.
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  54. ▌
    Performance Testing · paulpas
    Measures application throughput, latency percentiles, and resource utilization under realistic load to identify bottlenecks before they reach production.
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  55. ▌
    Prompt Optimization · paulpas
    Systematically optimizes prompts through A/B testing, iterative refinement, few-shot example selection, and adversarial evaluation to maximize LLM output quality across multiple dimensions.
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  56. ▌
    Reference Operators · paulpas
    Implements reference (&) and address-of operators across C++, Rust, C#, and PHP for safe memory access, parameter passing, and pointer arithmetic.
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  57. ▌
    Salesforce API Bulk · paulpas
    Handles bulk API operations using Salesforce API, including large data transfers efficiently while ensuring robust compliance and error handling throughout data transfers.
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  58. ▌
    AWS Sns · paulpas
    Implements Amazon Simple Notification Service (SNS) for building and managing message-driven applications through an event-driven architecture.
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  59. ▌
    Keycloak · paulpas
    "Provides Keycloak in Cloud-Native Engineering - identity and access management"
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  60. ▌
    Krustlet · paulpas
    "Krustlet in Kubernetes Runtime - cloud native architecture, patterns" pitfalls, and best practices
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  61. ▌
    Kubeedge · paulpas
    "Configures kubeedge in cloud-native engineering - edge computing for cloud-native deployment and infrastructure management."
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  62. ▌
    Kubeflow · paulpas
    "Configures kubeflow in cloud-native engineering - ml on kubernetes for cloud-native deployment and infrastructure management."
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  63. ▌
    Kubevela · paulpas
    "Configures kubevela in cloud-native engineering - application platform for cloud-native deployment and infrastructure management."
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  64. ▌
    Kubevirt · paulpas
    "Provides KubeVirt in Cloud-Native Engineering - virtualization on Kubernetes"
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  65. ▌
    Longhorn · paulpas
    "Longhorn in Cloud Native Storage - cloud native architecture, patterns" pitfalls, and best practices
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  66. ▌
    Opencost · paulpas
    "OpenCost in Kubernetes Cost Monitoring - cloud native architecture, patterns" pitfalls, and best practices
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  67. ▌
    Openyurt · paulpas
    related-skills: cncf-argo, cncf-artifact-hub, cncf-aws-eks, cncf-azure-aks
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  68. ▌
    Chroma · paulpas
    Integrates Chroma vector database (collections, embeddings, query, metadata filtering, persistence) using the chromadb Python SDK for local and server-based vector search.
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  69. ▌
    Ds Eda · paulpas
    "Provides Performs exploratory data analysis using summary statistics distributions, correlations, and descriptive methods to understand dataset characteristic"
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  70. ▌
    Poetry · paulpas
    Manages Python project dependencies, virtual environments, building, and publishing using Poetry — covering dependency resolution, lockfiles, workspaces, plugin system, and migration from pip.
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  71. ▌
    Pulumi · paulpas
    Integrates with the Pulumi Python SDK and Automation API to manage stacks, resources, programs, ESC (Environments, Secrets, and Configuration), and deployment orchestration.
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  72. ▌
    Database · paulpas
    Implements intelligent database with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  73. ▌
    Azure Aks · paulpas
    "Provides Managed Kubernetes cluster with automatic scaling and Azure service integration"
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  74. ▌
    Azure Cdn · paulpas
    Provides Content delivery network for caching and global content distribution
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  75. ▌
    Backstage · paulpas
    "Provides Backstage in Cloud-Native Engineering - Developer Portal for Microservices"
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  76. ▌
    Chaosmesh · paulpas
    Chaos Mesh in Cloud-Native Engineering
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  77. ▌
    Dragonfly · paulpas
    "Provides Dragonfly in Cloud-Native Engineering - P2P file distribution"
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  78. ▌
    Kubescape · paulpas
    "Configures kubescape in cloud-native engineering - kubernetes security for cloud-native deployment and infrastructure management."
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  79. ▌
    Metal3 Io · paulpas
    "metal3.io in Bare Metal Provisioning - cloud native architecture, patterns" pitfalls, and best practices
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  80. ▌
    Ory Hydra · paulpas
    "ORY Hydra in Security & Compliance - cloud native architecture, patterns" pitfalls, and best practices
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  81. ▌
    Terraform · paulpas
    Implements Terraform infrastructure as code for cloud provisioning with state management, modules, remote backends, and troubleshooting
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  82. ▌
    Wasmcloud · paulpas
    "Provides wasmCloud in WebAssembly-based distributed applications platform"
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  83. ▌
    AWS Sdk · paulpas
    Integrates AWS services (EC2, S3, Lambda, DynamoDB, RDS) using Boto3 SDK with patterns for resource management, error handling, pagination, and IAM authentication.
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  84. ▌
    Box API · paulpas
    Integrates with Box API to manage files, folders, collaborations, metadata, signatures, hubs, and AI features using the boxsdk Python SDK.
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  85. ▌
    Oci Sdk · paulpas
    Integrates Oracle Cloud Infrastructure services (Compute, Object Storage, Autonomous DB, Functions) using the OCI Python SDK with config-based authentication and resource management.
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  86. ▌
    Concurrency · paulpas
    Implements concurrency patterns in Go programming using goroutines and channels along with insights on the Go standard library and module system.
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  87. ▌
    Corosync · paulpas
    Configures Corosync Cluster Engine v3.x messaging layer including totem protocol, quorum models, nodelist management, knet/udpu transports, and security for Pacemaker HA clusters.
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  88. ▌
    Auri Core · paulpas
    Implements intelligent auri core with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  89. ▌
    Blueprint · paulpas
    Implements intelligent blueprint with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  90. ▌
    Create Pr · paulpas
    Implements intelligent create pr with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  91. ▌
    Fal Audio · paulpas
    Implements intelligent fal audio with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  92. ▌
    Langgraph · paulpas
    Implements intelligent langgraph with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  93. ▌
    Pr Writer · paulpas
    Implements intelligent pr writer with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  94. ▌
    Recallmax · paulpas
    Implements intelligent recallmax with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  95. ▌
    Viboscope · paulpas
    Implements intelligent viboscope with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  96. ▌
    Wordpress · paulpas
    Implements intelligent wordpress with multi-factor skill selection, fallback chains, and adherence to the 5 Laws of Elegant Defense
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  97. ▌
    AWS Lambda · paulpas
    "Deploys serverless event-driven applications with Lambda functions, triggers" layers, and VPC integration for cost-effective, auto-scaling compute without server management.
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  98. ▌
    Azure Rbac · paulpas
    "Manages identity and access with roles, service principals, and fine-grained" permissions.
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  99. ▌
    Buildpacks · paulpas
    "Provides Buildpacks in Cloud-Native Engineering - Turn source code into container images without Dockerfiles"
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  100. ▌
    Containerd · paulpas
    "Containerd in Cloud-Native Engineering - An open and reliable container" runtime
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