ampere
by socket-link
Kotlin multiplatform observable AI cognition — structured events for every agent decision
Overview
Emit structured, timestamped events for every agent decision to make AI cognition auditable and queryable. Implements an observable 'glass brain' in Kotlin Multiplatform so the same instrumentation runs on JVM, Android and iOS and captures LLM calls, reasoning steps, and handoffs. Exposes rich event schemas that let downstream systems index, visualize, and evaluate agent behavior. This design supports a clear Audit Trail for traceability and aligns with the Model Context Protocol (MCP) for consistent context exchange.
Key Benefits
Best For
Mobile and cross-platform teams instrumenting agents for auditing, reputation building, and production monitoring across JVM, Android and iOS. This aligns with patterns that help orchestrate trustworthy agents, such as Semantic Capability Matching Pattern.
Applications
- Instrument agent reasoning to build an auditable agent track record for reputation systems
- Stream structured agent events into evaluation pipelines for continuous A2A evaluation
- Record delegation and failure modes on mobile and backend platforms for postmortems and governance