Reference

Use the guides for a complete task and these references for a particular contract, component or architectural boundary.

API and SDK contracts

The API and SDK reference connects the complete method index to API areas, wire models and the SDK runtime reference. Operation pages explain declared parameters, request and response types, success statuses and headers. Model pages describe required fields, defaults, nullability and validation constraints. The integration guides provide installation, authentication and examples in Python, TypeScript and Java.

File ingestion policy

Bounded Library ingestion explains queued 128 MiB originals, synchronous 32 MiB uploads, extraction coverage, durable references and independent resource limits.

Architecture

• System architecture describes the application, authorization and persistence boundaries.
• Knowledge runtime explains agents, embeddings and knowledge engines.
• Backend structure describes native pyfly composition and the responsibilities of each layer.
• MCP architecture describes the connector boundary and authentication.

Identity and licensing

Visual identity records the Firefly branding system. koinon is distributed under the Apache License 2.0.

Release evidence

Read the 26.11.9 release notes for distribution and runtime requirements. The qualification history records checks against specific revisions and environments.