Infrastructure Intelligence Agent
An AI agent for cloud infrastructure management through natural language. Now 117 tools across 27 categories, an adaptive learning system, scheduled autonomous checks, and a 95–99% reduction in operational investigation time at a cost of $7–23/month.
March 2026 · ML & MicroservicesPredictive ML-Based Autoscaling for ECS Microservices
A 6-component ML pipeline making scaling decisions 2–5 minutes before a traffic spike — with formal safety guarantees (a bounded scaling invariant and an oscillation-bound theorem). In production: 0 errors, <400 ms per decision.
December 2025 · Cloud & DatabasesPredictive Autoscaling for Cloud Databases
Predictive autoscaling for Amazon DocumentDB using leading indicators and trend extrapolation. A 73% reduction in scaling latency, 99.9% SLA compliance, and 42% lower cost than static provisioning.
Book · Java & Software EngineeringAdvanced Java Development — An Expert-Level Tutorial
A free book on advanced Java: design patterns, concurrency and multithreading, architecture, and software engineering best practices.
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