chalkruntime 3.41.1

Native runtime governance SDK for AI agents — import egisai; egisai.init() and you're protected.

Django AI Services Framework — DB-driven LLM routing, quality tiers, NL2SQL

Per-workspace usage metering and fail-closed quota caps for shared self-hosted AI assistant deployments (Odysseus and compatible backends). Genuine independent Python port with the same CLI and --json shapes as the npm package.

Runtime governance middleware for AI agent tool calls -- gate shell, filesystem, network, and credential access before a tool executes.