Developer Utility
AI API Token Cost Calculator
Estimate prompt and completion token spend across Google Gemini, Anthropic Claude, and OpenAI models before scaling production workflows.
Interactive Tools
Web-based utilities and analytical simulators built for developers, wealth managers, and builders.
Developer Utility
L2 Diagnostic Triage Engine
Paste raw server stack traces, application logs, or messy user bug reports. Instantly isolate the root failure and draft an escalation ticket.
Developer Utility
RAG Chunking Visualizer
Visualize document chunking strategies, inspect text splits, and estimate embedding costs across Google Gemini, OpenAI, and Cohere.
Finance Utility
Dividend Snowball Simulator
Visualize compounding growth curve metrics, model annual passive dividend income, and calculate DRIP compounding effects on ETFs.
Finance Utility
Cost & Profitability Modeler
Model multi-dimensional cost structures, allocate overhead, and simulate pricing or operational strategies to protect margins under high inflation.
Finance Utility
AI Agent ROI Calculator
Model manual process labor against agent automation costs. Simulate API token spend, human verification audits, and payback periods.
Governance Utility
AI Strategy Compass
Audit your business or project across data pipelines, models, compliance guardrails, and teams to steer a secure generative AI strategy.
Real Estate Utility
Technical Inspection Summarizer
Translate scary, forty-page technical residential home inspection report PDFs into simple, plain English summaries.