Writing

I write about building production-grade AI systems, focusing on the engineering challenges that arise when taking AI from prototype to scale.My writing draws from hands-on experience developing mastraAI , covering topics like evaluation pipelines, workflow orchestration, multi-modal processing, and the architectural patterns that make AI applications reliable in production.

September 3, 2025

Production AI Monitoring: Tracking and Analytics for Agent Conversations

September 3, 2025

Workflow Orchestration for AI: Event-Driven Architecture and Human-in-the-Loop Patterns

September 2, 2025

Building AI Evaluation Pipelines: Creating Custom Scorers for LLM Quality Assessment

August 29, 2025

Tool-Calling Accuracy in AI Agents: Building Reliable Multi-Tool Systems

August 27, 2025

Building Context-Aware AI: The Science Behind RAG Quality Metrics

August 15, 2025

Advanced Search Architecture: From Basic Search to AI-Powered Documentation

August 13, 2025

Performance Engineering for AI Search: Optimizing User Experience at Scale

August 11, 2025

From Code to Production: Building Ready-to-Deploy AI Application Templates

July 30, 2025

Multi-Modal AI Applications: From PDF Processing to Audio Generation

July 30, 2025

Template-Driven Development: Scaling AI Applications with Reusable Patterns