Writeups

Insights on database operations, AI, and enterprise systems

September 20, 2024
Draft

AI Cost Optimization: Task-Model Fit at Scale

Economics of LLMs in operations: matching model capabilities to task complexity for sustainable AI-driven systems. Real-world cost reduction strategies from production deployments.

AICost OptimizationLLMsOperationsStrategy
September 15, 2024
Draft

AI-Driven PostgreSQL Diagnostics with Microsoft Teams

Building a production-ready AI diagnostic agent integrated with n8n and Microsoft Teams for real-time database troubleshooting and automated remediation.

PostgreSQLAIn8nMicrosoft TeamsDevOpsAutomation