> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://cla-demo.postmansolutions.com/design/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://cla-demo.postmansolutions.com/_mcp/server.

# Design & Research

## Docs

- [Design Document](https://cla-demo.postmansolutions.com/design/design-document.md)
- [1040 Fluxx Platform Interop---Requirements-&-Sizing-(v2 Workflow)](https://cla-demo.postmansolutions.com/design/1040-fluxx-platform-interop-requirements-sizing-v2-workflow.md)
- [Account Payable to Fluxx HLD](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld.md)
- [Complete build and deploy web documents ai to UAT and PROD](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/complete-build-and-deploy-web-documents-ai-to-uat-and-prod.md)
- [Complete build and deploy web api documents ai to UAT and PROD](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/complete-build-and-deploy-web-api-documents-ai-to-uat-and-prod.md)
- [Documents AI MVP](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-mvp.md)
- [Documents AI Conceptual Diagram](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-conceptual-diagram.md)
- [Documents AI Intake and Extract Service for Fluxx](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-intake-and-extract-service-for-fluxx.md)
- [Extractor Code](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-intake-and-extract-service-for-fluxx/extractor-code.md)
- [User Stories for Document AI Microservices Implementation](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-intake-and-extract-service-for-fluxx/user-stories-for-document-ai-microservices-implementation.md)
- [Backend Migration](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/backend-migration.md)
- [Design for AP Autoextract(Documents AI)-Intake requirements for Fluxx Intake service](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/design-for-ap-autoextract-documents-ai-intake-requirements-for-fluxx-intake-service.md)
- [Design for AP AutoExtract to Fluxx Extraction requirements](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/design-for-ap-autoextract-to-fluxx-extraction-requirements.md)
- [AP AutoExtract to Documents AI Database Migration from Postgres to MSSQL](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/ap-autoextract-to-documents-ai-database-migration-from-postgres-to-mssql.md)
- [Documents AI Workflow Orchestrator](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-workflow-orchestrator.md)
- [Workflow Stories Needed](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-workflow-orchestrator/workflow-stories-needed.md)
- [Workflow implimenation](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/documents-ai-workflow-orchestrator/workflow-implimenation.md)
- [1040 Tax Classifier Service](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/extractors/1040-tax-classifier-service.md)
- [1099B NonGovt Extractor Service](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/extractors/1099b-nongovt-extractor-service.md)
- [Consolidated 1099 Extractor Service](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/extractors/consolidated-1099-extractor-service.md)
- [TaxDoc Extractor Service](https://cla-demo.postmansolutions.com/design/account-payable-to-fluxx-hld/extractors/taxdoc-extractor-service.md)
- [Blob Storage Accounts](https://cla-demo.postmansolutions.com/design/research-and-spikes/blob-storage-accounts.md)
- [AP AI ERP Integration](https://cla-demo.postmansolutions.com/design/research-and-spikes/ap-ai-erp-integration.md)
- [Classifier Service:-Architecture Design](https://cla-demo.postmansolutions.com/design/research-and-spikes/classifier-service-architecture-design.md)
- [Registration Service Refactor](https://cla-demo.postmansolutions.com/design/research-and-spikes/registration-service-refactor.md)
- [Document Splitter Service:-Architecture Design](https://cla-demo.postmansolutions.com/design/research-and-spikes/document-splitter-service-architecture-design.md)
- [Current Implementation and To Be](https://cla-demo.postmansolutions.com/design/research-and-spikes/document-splitter-service-architecture-design/current-implementation-and-to-be.md)
- [Paperboy Current Process](https://cla-demo.postmansolutions.com/design/research-and-spikes/document-splitter-service-architecture-design/paperboy-current-process.md)
- [FLUXX Classification Service---Low Level Design](https://cla-demo.postmansolutions.com/design/research-and-spikes/fluxx-classifier-and-splitter-service/fluxx-classification-service-low-level-design.md)
- [FLUXX Splitter Service---Low Level Design](https://cla-demo.postmansolutions.com/design/research-and-spikes/fluxx-classifier-and-splitter-service/fluxx-splitter-service-low-level-design.md)
- [Extractor Service Evaluation](https://cla-demo.postmansolutions.com/design/research-and-spikes/services-evaluation/extractor-service-evaluation.md)
- [Status check Service Evaluation](https://cla-demo.postmansolutions.com/design/research-and-spikes/services-evaluation/status-check-service-evaluation.md)
- [File Intake Service Evaluation](https://cla-demo.postmansolutions.com/design/research-and-spikes/services-evaluation/file-intake-service-evaluation.md)
- [Postal Service Evaluation](https://cla-demo.postmansolutions.com/design/research-and-spikes/services-evaluation/postal-service-evaluation.md)
- [Registration Service Evaluation](https://cla-demo.postmansolutions.com/design/research-and-spikes/services-evaluation/registration-service-evaluation.md)
- [Fastify Azure Service Bus](https://cla-demo.postmansolutions.com/design/research-and-spikes/fastify-azure-service-bus.md)
- [Zod](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod.md)
- [Introduction](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/introduction.md)
- [Postman sample API](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/postman-sample-api.md)
- [Zod-&-JSON Schema---Validation Examples](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/zod-json-schema-validation-examples.md)
- [Zod OpenAPI](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/zod-openapi.md)
- [Recommendation](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/recommendation.md)
- [Zod To OpenAPI](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/zod-to-openapi.md)
- [what is-.openapi()?](https://cla-demo.postmansolutions.com/design/research-and-spikes/zod/zod-to-openapi/what-is-openapi.md)
- [Service Bus Message Error Classification Strategy](https://cla-demo.postmansolutions.com/design/research-and-spikes/error-classification-design/service-bus-message-error-classification-strategy.md)
- [Polling and HTTP Failures](https://cla-demo.postmansolutions.com/design/research-and-spikes/error-classification-design/polling-and-http-failures.md)
- [Job Tracking](https://cla-demo.postmansolutions.com/design/research-and-spikes/job-tracking.md)
- [Design Overview](https://cla-demo.postmansolutions.com/design/research-and-spikes/job-tracking/design-overview.md)
- [Technical Breakdown](https://cla-demo.postmansolutions.com/design/research-and-spikes/job-tracking/technical-breakdown.md)
- [User Story Details](https://cla-demo.postmansolutions.com/design/research-and-spikes/job-tracking/user-story-details.md)
- [Job Tracking---ERD](https://cla-demo.postmansolutions.com/design/research-and-spikes/job-tracking/job-tracking-erd.md)
- [Malware Scanning Approach](https://cla-demo.postmansolutions.com/design/research-and-spikes/malware-scanning-approach.md)
- [Malware Approaches](https://cla-demo.postmansolutions.com/design/research-and-spikes/malware-scanning-approach/malware-approaches.md)
- [Defender for Storage Malware Scanning Design](https://cla-demo.postmansolutions.com/design/research-and-spikes/malware-scanning-approach/defender-for-storage-malware-scanning-design.md)
- [Malware Quarantine Soft Delete and Recovery](https://cla-demo.postmansolutions.com/design/research-and-spikes/malware-scanning-approach/malware-quarantine-soft-delete-and-recovery.md)
- [Infrastructure Overview Malware Scanning Integration](https://cla-demo.postmansolutions.com/design/research-and-spikes/malware-scanning-approach/infrastructure-overview-malware-scanning-integration.md)
- [App Configuration Naming Strategy](https://cla-demo.postmansolutions.com/design/research-and-spikes/app-configuration-naming-strategy.md)
- [Common Library for Standardization Topic and Subscription](https://cla-demo.postmansolutions.com/design/research-and-spikes/common-library-for-standardization-topic-and-subscription.md)
- [Memory and Caching Strategy](https://cla-demo.postmansolutions.com/design/research-and-spikes/memory-and-caching-strategy.md)
- [Memory and Caching Analysis](https://cla-demo.postmansolutions.com/design/research-and-spikes/memory-and-caching-strategy/memory-and-caching-analysis.md)
- [Caching Implementation Guidelines](https://cla-demo.postmansolutions.com/design/research-and-spikes/memory-and-caching-strategy/caching-implementation-guidelines.md)