Blog
Thoughts on AI systems, agent architecture, and production engineering
Intent Engineering: Inducing Goal-Directed Behavior in Autonomous LLM Agents via Aspiration-Based System Prompts
March 16, 2026A controlled experiment testing whether adding purpose to LLM system prompts changes decision-making behavior. Tested across 3 model families, validated with psychometric methodology, and confirmed in production.
Building Vectus AI: An Intelligent Medical Scheduling Assistant with OpenAI GPT-4
February 5, 2025Learn how I built Vectus AI, an advanced medical scheduling assistant powered by OpenAI GPT-4. This technical deep dive explores the architecture, implementation, and challenges of creating an AI-driven conversational agent for streamlining medical appointments.
Building Q Bot: An AI-Powered Star Trek Twitter Bot
January 15, 2025Explore the technical journey of creating Q Bot, an AI-powered Twitter bot that generates Star Trek Q character-themed content using Node.js, OpenAI GPT, and the Twitter API.
Building RhetoricalRef: An AI-Powered Logical Fallacy Detector
December 18, 2024A technical exploration of building an AI-powered bot to detect and explain logical fallacies in social media posts using Python, multiple LLM models, and web automation.