Author

Preetham Reddy

CEO / Founder

12 posts

• Paying frontier prices to rename a variable

  Smart routing in Unity AI Gateway labels a coding task before picking a model. The cost headline is fine. The traces are the part worth reading.

  Preetham ReddyAugust 26, 2026Read

• Four thousand objects and nobody would name the exclusions

  Warehouse migrations slip because the exclusions were never written down. The Migration Readiness Sprint inventories the estate before anyone picks a date.

  Preetham ReddyAugust 12, 2026Read

• Nobody could tell whether the agent was any good

  A team shipped an agent in nine days and argued for two months about whether its answers were right. Write down what a good answer is first.

  Preetham ReddyAugust 11, 2026Read

• DASF - Databricks AI Security Framework

  DASF is the Databricks AI Security Framework, a map of 62 AI risks and their controls. What it covers, and how to put those controls in the runtime.

  Preetham ReddyAugust 22, 2025Read

• Beyond basic data catalogs: how Unity Catalog solves real enterprise governance challenges

  Unity Catalog is the permission boundary we refuse to route around. A Health Check finds coverage that stops halfway, and agents inherit a person's grants.

  Preetham ReddyJuly 9, 2025Read

• Migrating from Legacy Data Warehouses to Databricks Data & AI Platform

  Warehouse migrations slip on scope, not conversion. Two weeks on TechFabric Airlift inventories the estate, agrees exclusions and hands you a wave plan.

  Preetham ReddyJuly 3, 2025Read

• From Data Warehouses to Data Intelligence: Why Your Next Platform Choice Will Define the Next Decade

  Transform your data strategy: From warehouses to AI-powered intelligence platforms. Discover why your platform choice defines the next decade.

  Preetham ReddyJuly 3, 2025Read

• Driving Real-World Value with Intelligent Business Intelligence, BI in the era of AI

  Databricks AI/BI in practice. Conversational analytics, semantic understanding, and dashboards people actually open.

  Preetham ReddyJuly 3, 2025Read

• Using Traefik Reverse Proxy For Securing Microservices On Azure Service Fabric

  Securing microservices on Azure Service Fabric with a Traefik reverse proxy. Service Fabric is Microsoft's answer to Docker Swarm and Kubernetes.

  Preetham ReddyDecember 11, 2024Read

• Setting Up Production Ready Infrastructure For Microservices

  Service Fabric is Microsoft's microservices orchestrator. Service discovery, fault tolerance and containers, set up for production rather than a demo.

  Preetham ReddyDecember 11, 2024Read

• How We Created A Multi-Tenant, Multi-Cloud, & Multi-Model AI Platform with Temporal, Fiber Copilot

  How we built Fiber Copilot, a multi-tenant, multi-cloud and multi-model AI Ops platform for standing up chatbots and copilots quickly.

  Preetham ReddyNovember 7, 2024Read

• Secure Microservices Infrastructure Architecture by Design

  Security in a microservices architecture, designed in rather than added afterwards. What changes once an application is many services instead of one.

  Preetham ReddyOctober 23, 2024Read