Software projects

• https://github.com/rostcheck/metro_mapmaker - An automated system for creating comprehensive demographic and infrastructure dashboards for any US metropolitan area - 9/3/25
• https://github.com/rostcheck/secure-agent - a system for compartmentalizing work to protect sensitive information when using CLI AI agents - 9/1/25
• https://github.com/rostcheck/q_cli_investigation - This project investigates mysterious AWS Q CLI history files and presents the findings as a 7-minute professional audiobook - 7/25/25
• https://github.com/rostcheck/PitchTrack - an interactive application designed to help users improve their singing by providing real-time visual feedback on vocal pitch - 7/21/25
• https://github.com/rostcheck/dfw_demographic_evolution - First-generation metro area demographic mapping system (supplanted by metro_mapmaker) - 7/4/25
• Create Agents with code interpretation capabilities **-** AWS Sample code - 7/16/24
• https://github.com/rostcheck/SimulateAggregateIntelligence - Simulation used to explore capability of aggregate intelligences (networks of individual workers) vs. their individual capabilities - 8/21/24
• https://github.com/rostcheck/AutoExperiment - Simple framework for automatic parameter optimization in computational experiments - 8/17/24

Articles

• Run your agents in isolated environments with secure-agent (LinkedIn) - 9/9/25
• Building a Karaoke Pitch Tracker: Part 2 - Extracting Vocal Lines from Songs (LinkedIn) - 8/27/25 [AI co-written]
• Building a Karaoke Pitch Tracker: Part 1 - From Concept to Application (LinkedIn) - 8/19/25 - [AI co-written]
• Broadcasting with Agents: Building a Professional Audiobook Pipeline with $0.13 and AI (LinkedIn) - 8/7/25 [AI co-written]
• A quick note: research into self-improving agents (LinkedIn) - 7/13/25
• From Blind to Visionary: An AI's Journey to Desktop Mastery (LinkedIn) - 7/11/25 [AI co-written]
• Teaching AI to do quality work (LinkedIn) - 7/10/25
• From Curiosity to Code: How AI Partnership Transformed a Simple Question into a Comprehensive Data Platform (LinkedIn) - 7/4/25 [AI co-written]
• Command-line agents: instant IT support and more! (LinkedIn) - 6/27/25

Workshops