AI Engineering
Multi-Agent Systems: Why One AI Isn't Enough
Why we built MDFit Nova-Sonic with 5 specialized agents instead of one general-purpose model, and what we learned about agent orchestration.
•6 min read
Blog
Insights on AI, cloud architecture, and building software that ships.
Product
How We Built a Free Online IQ Test That Actually Works
The engineering behind TestIQ.Today: a science-informed online IQ test built with Next.js, Prisma, and Stripe for a consumer SaaS workflow.
•6 min read
EdTech
Screen Time App for Kids: How MindfulTime Turns Learning Into Rewards
How MindfulTime uses a reward-based model, 7,000+ worksheets, and educational games to make screen time more productive for families.
•7 min read
Healthcare AI
AI Voice Automation for Healthcare Scheduling: Lessons From Production
What we learned deploying an AI voice assistant at Rothman Orthopaedic — handling real patient calls with 5 specialized AI agents, Amazon Nova-Sonic, and Twilio.
•8 min read
Healthcare AI
What Healthcare Providers Actually Need from AI
After deploying voice AI in orthopedic practices, here is what clinicians actually want — and what they do not.
•5 min read
Product
Pattern Recognition and IQ: The Science Behind Cognitive Testing
How pattern recognition puzzles measure fluid intelligence, and what your score actually means. A technical look at IQ test design from the team behind TestIQ.Today.
•5 min read
EdTech
Earn Screen Time App: Why Rewards Work Better Than Restrictions
The psychology behind reward-based screen time management. How MindfulTime uses a coin economy to make kids want to learn — without the daily battles.
•6 min read
EdTech
Turning Screen Time Into Learning Time: The MindfulTime Approach
How MindfulTime uses a coin-based reward system and 7000+ worksheets to make children's screen time educational.
•2 min read
EdTech
Why We Chose a Coin-Based Reward System for Children's Education
The behavioral science behind MindfulTime's coin economy and why points-based systems fail for young learners.
•5 min read
AI Engineering
The State of Generative AI in 2026: What's Real and What's Hype
A grounded look at where generative AI actually delivers value in 2026 and where the industry is still overpromising.
•7 min read
SaaS
Building COPPA-Compliant EdTech: Lessons from MindfulTime
What it takes to build a children's education app that meets COPPA requirements without sacrificing user experience.
•5 min read
Cloud Architecture
Real-Time Streaming with Amazon Nova Sonic: Architecture Deep Dive
A practical real-time streaming architecture for voice AI using bidirectional WebSocket pipelines, latency budgets, and production monitoring.
•7 min read