Deep dives into production architectures, workflow automation, and how to actually build reliable AI systems.
Architecting a highly concurrent AI resume evaluation pipeline using FastAPI, Celery, and Claude 3.5 Haiku. Handling OCR extraction, prompt structuring, and JSON parsing.
A technical walkthrough of automating document uploads and async indexing using the Voiceflow Knowledge Base REST API with Python and Make.com.
Architecting a scalable Shopify App monorepo using pnpm workspaces, Remix routing, and shared database packages for multi-app deployments.
How to architect true data isolation in a multi-tenant PostgreSQL database using Supabase RLS policies and JWT claims.
A technical comparison of Make.com and Zapier for healthcare and enterprise automation. Why iterators, aggregators, and robust error handling make Make.com the superior choice.
A deep dive into why Pinnacle is the reference market for esports odds, how to compute CLV by merging OpenDota match IDs with Pinnacle fixtures, and overcoming fuzzy timestamp matching.
A technical and operational breakdown of the CogniBill medical billing automation project: claim prioritization, denial pattern detection, real-time dashboards, and HIPAA-aligned access controls.
How to build an autonomous outbound voice calling system with Voiceflow and Claude Sonnet. CRM data injection, SLA tracking, recording capture, and callback response time reduction from 8 hours to 3 minutes.
Production GHL workflow design for no-show recovery, cancellation follow-up, and long-term nurture. Tag-based routing, reply interception, and closer escalation logic explained.
How to build a 7-step Make.com automation that keeps your Voiceflow AI assistant's knowledge base automatically synced with SharePoint — zero manual uploads, <1 minute latency.
A production walkthrough of the Uplift ATS: Claude API integration, OCR-first enforcement, async state machine, and multi-tenant RBAC. Real system, real metrics.