Assay

Document intelligence for lifelong learners.

Upload PDFs and get AI-powered summaries, theme-based discovery, and intelligent connections across your document library. Build a searchable knowledge base that grows with your curiosity. Use the MCP interface or CLI/API to interact directly with the document substrate for deeper analysis, synthesis, and custom workflows.

OPERATION:

BLACKSWAN

A turn-based strategy game about building resilient systems under constraints (time, budget) and requirements (sites, throughput). Design infrastructure that can effectively respond to "black swan" events—unexpected, high-impact situations that can be either positive opportunities or negative disruptions. Your system must be ready for both.

CLOUD CTF CHALLENGE

A cyberpunk-themed security training platform that gamifies AWS security learning through narrative-driven CTF challenges. Users become cyber operatives protecting AI systems from data poisoning attacks.

Cloud Sayings

While it produces witty analogies for AWS services, the real purpose is a mechanism to compare the effectiveness of different LLM models. The dashboard lets you see side-by-side results from Claude-3, GPT-4, and other models performing the same task, helping you understand which model works best for specific use cases.