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Deep dives into building AI systems, integrations, and customer-facing products. From architecture decisions to production deployment.

Building a Programmable Voice IVR with Python and Telnyx
Voice & Telephony

Building a Programmable Voice IVR with Python and Telnyx

Learn how to build a production voice IVR system that handles inbound calls, menu navigation, and call routing. We cover Telnyx API, webhooks, state machines, and backend integration.

Sep 25, 202613 min read
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Mock-First Testing for AI Systems: Build Confidence Before Production
Testing & AI

Mock-First Testing for AI Systems: Build Confidence Before Production

Learn how to test AI applications deterministically without calling expensive LLMs during every test run. We cover mock strategies, Pydantic contracts, evaluation gates, and production confidence.

Sep 24, 202614 min read
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Building a RAG System Over Live Salesforce Data
AI & Integration

Building a RAG System Over Live Salesforce Data

Learn how to build a production-grade RAG system that queries live Salesforce data in real-time. We cover architecture, OAuth integration, vector search, and deployment.

Sep 23, 202612 min read
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More coming soon

I write about what I build. Topics planned: voice systems with Telnyx, incident workflows with AI, deterministic testing strategies, and end-to-end product delivery.