Published Series
The Behavioral Intelligence OS
Architecture, design patterns, and philosophy behind BehavioralCompute — a 34-engine behavioral AI operating system.
The 34 Engines — Deep Dives
Engine-by-engine walkthrough of the BehavioralCompute registry: foundational, cognitive, temporal, memory, simulation, and kernel engines.
Product Adapters — Applied Behavioral Intelligence
How Ready1Go, Transaction Veritas, and JurisYantra sit on top of BehavioralCompute engines.
Multi-Tenant AI Chatbot Architecture
Building a production-grade multi-tenant AI chatbot with FastAPI, Ollama, ChromaDB, Celery, and Redis.
Legal SaaS Architecture in PHP
End-to-end walkthrough of JurisYantra: schema design, RBAC, time clocks, billing hierarchies, and structured logging.
Building a WhatsApp AI Agent
Complete guide to AI Munshi — a production WhatsApp legal agent built in PHP with persona routing, STT, TTS, and intent classification.
Self-Hosted AI Stack on Raspberry Pi
Running Kokoro TTS, Whisper STT, Ollama LLM, and ChromaDB on a Raspberry Pi 5 — architecture, permissions, and production hardening.
PHP Engineering Patterns
Production PHP patterns from real bugs: UTF-8 safety, JSON injection, type safety, structured logging, webhook deduplication, and schema migrations.
Audio & Media Pipeline Engineering
Everything about voice AI in production: WhatsApp Media API, FFmpeg, OGG/OPUS, temp file lifecycle, and TTS text preparation.