Blog
Notes from the team
Engineering deep-dives, architecture decisions, and product updates as we build toward launch.
Quantum AI on classical hardware — what it is, who it helps, and why it matters for AI
Quantum computing gets all the headlines. But quantum-inspired AI is running in production today, on ordinary CPUs, solving problems that classical AI cannot — without a single qubit.
The AI agent is the developer — building a production loan backend without writing a line of code
A step-by-step walkthrough of Claude building a complete multi-stage loan application backend — graph storage, vector RAG, workflow engine, SLA enforcement, and audit trail — entirely through Purple8's MCP tools. No code written.
Connect any AI client to Purple8 over MCP
Copy-paste configs to wire Claude Desktop, Claude Code, Claude Web, VS Code, Codex, Cursor, and more into a running Purple8 instance.
Deploy Purple8 on Fly.io and AWS
A practical developer guide: stand up the single-container Purple8 backend on Fly.io or AWS, then wire your app and your AI agents to it.
Why we put the whole backend in one process
The multi-service AI stack is an energy and cost problem. Consolidation is our sustainability strategy — here's the reasoning.