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Technical Writing

The Blog

Deep-dives into healthcare FHIR engineering, agentic AI, Azure cloud, .NET 8, and full-stack patterns — written from real production experience.

FeaturedHealthcare12 min read2025-02-10

Building a National FHIR R4 Platform for 20,000+ US Skilled Nursing Facilities — with QAPI & CMS 5-Star Automation

How we connected 20,000+ SNFs across the United States into a single Azure Health Data Services FHIR R4 lake, automated the CMS 5-Star Rating computation, built a QAPI compliance dashboard, and shipped an Agentic Medical Director AI that monitors every facility around the clock.

FHIR R4HL7 v2QAPICMS 5-StarAgentic Medical DirectorSNFAzure Health Data Services
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FeaturedData Engineering8 min read2024-06-12

Medallion Architecture on Azure: Databricks + Synapse in Production

How we designed a Bronze → Silver → Gold medallion lake at Gamasuite to handle real-time freight data from 85+ carriers — with zero data loss guarantees.

Azure DatabricksSynapse AnalyticsData LakeETL
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Agentic AI9 min

How I Trained 100+ Engineers to Code with AI Agents (Cursor + Claude)

The exact playbooks, workflows, and cultural shifts I used at Octdaily to get 100+ engineers shipping faster with Cursor IDE, Claude, and GitHub Copilot — without sacrificing code quality.

CursorClaudeGitHub Copilot
2025-01-15Read
Healthcare11 min

Designing EMR Microservices with FHIR R4 Backends and Angular 17 Micro-Frontends

The architecture behind Octdaily's modular EMR platform — independently deployable .NET 8 FHIR services paired with Angular 17 micro-frontends, federated into a single shell app.

MicroservicesFHIR R4.NET 8
2024-10-28Read
Cloud Architecture6 min

Why We Chose Cosmos DB for Freight Booking State Management

NoSQL vs SQL for freight booking workflows — the tradeoffs we evaluated and how Cosmos DB's partition strategy solved our scale problem.

Cosmos DBAzureNoSQL
2024-03-20Read
AI & Automation7 min

Processing 60+ Insurance Document Variants with Azure AI Document Intelligence

How we handled wildly inconsistent insurance certificates across 60+ format variants using Azure AI Document Intelligence custom models.

Azure AIDocument IntelligenceOCR
2024-01-08Read
Backend9 min

Migrating a 6-Year-Old .NET Core 2 SaaS to .NET 8: Lessons Learned

A pragmatic, zero-downtime migration strategy for a production freight SaaS — from .NET Core 2 to .NET 8 with microservice decomposition.

.NET 8MigrationMicroservices
2023-10-15Read
Performance6 min

Distributed Redis Caching Strategy for High-Frequency API Calls

Our approach to caching real-time freight rate data with Redis — balancing freshness vs performance at 2000+ RPS.

Redis.NETCaching
2023-07-22Read
Enterprise5 min

Building a Unified D365 CRM Architecture for Etisalat

How we centralised 7 disparate D365 channels into a single sales pipeline architecture with CloudTalk integration at Etisalat.

D365CRMMicrosoft Dynamics
2022-11-03Read