One of the capabilities I’m most proud of is **diagram-rich storytelling**: PlantUML Server in Azure Container Apps is authored automatically by AI agents, rendered to PNG/SVG, and embedded in Markdown, PDF, and DOCX outputs — without a single human touching a diagramming tool.
Azure / Container Apps / Functions / GitHub Actions / KeyVault / Open AI / Storage Account / Terraform
Posted on:
Building AI Agent Workflows with Azure Service Bus | Part 2
Building AI Agent Workflows with Azure Service Bus using queues and topics for horizontal scaling — A deep dive into the DocWriter Studio architecture.
✅ Queue-based decoupling enables independent scaling of AI agent stages
✅ Azure Service Bus topics provide zero-code observability through pub/sub patterns
✅ 5-minute lock durations accommodate slow LLM calls without message loss
✅ Dead letter queues isolate poison messages for debugging
✅ Azure Container Apps enable scale-to-zero for cost optimization
✅ Matrix CI/CD builds maintain 11 function images with minimal overhead
Azure / Container Apps / Functions / Open AI / Storage Account / Terraform
Posted on:
DocWriter Studio Multi-Agent: AI-Powered Document Generation on Azure
DocWriter Studio Multi-Agent is helping with enterprise technical documentation. Migration guides, integration playbooks, and architecture documents often balloon to 60+ pages, require multiple review cycles, and demand a consistent tone across dozens of sections. Manual authoring means weeks of work, fragmented knowledge, and documents that quickly fall out of date. This article walks through the high-level design (HLD) and business flow of DocWriter Studio, an agentic AI system that orchestrates […]
Open AI / Retrieval Augmented Generation (RAG)
Posted on:
Retrieval Augmented Generation (RAG) Free for app Everyone! Chat with your data
Explore the power of Retrieval Augmented Generation (RAG) with my sample application deployed on Azure. You can easily add your files and interact with them using chat, powered by the advanced GPT-4 model. Uploading new files has limited access. To obtain permissions, please comment and react on my LinkedIn profile. Following my profile is also much appreciated. Once permissions are assigned, you will receive a response to your comment. After […]