{"repo":"socket-link/ampere","free":true,"listed":false,"github":"https://github.com/socket-link/ampere","clone":"git clone https://github.com/socket-link/ampere.git","description":"Observable AI cognition in Kotlin Multiplatform. Every agent decision emits a structured event — peer into the glass brain.","language":"Kotlin","stars":39,"topics":["android","ios","kotlin","kotlin-multiplatform","agent-orchestration","ai-agents","llm","mcp","multi-agent","aaif"],"license":"Apache-2.0","category":"ai-agents","readme_excerpt":"⚡ AMPERE Peer into your AI's glass brain. Ampere is a Kotlin Multiplatform framework where every agent decision emits a structured, queryable event — providing real-time cognition observability around AI actions that is built into the core of the architecture, rather than being bolted-on after the fact. When Ampere runs multiple agents in parallel, this open architecture allows each agent to observe, coordinate, and react to the reasoning of others as it forms — making multi-agent coordination reactive rather than scripted. --- Quick Start Prerequisites: Java 21+ (run java -version to check) Run agents from the command line ( ampere-cli ) Build CLI Configure Project All Configuration Options → Start Ampere The dashboard then displays all agent cognition in real time: perception, recall, optimization, planning, execution, and coordination. To change focus between panes in the CLI, press - d for runtime overview - e for event stream - m for agent memory Press ? for more options. Full Usage Guide → Embed in your Kotlin project ( ampere-core ) Dependency Setup Add to your project: Library Usage apiKey is optional. When you provide it, Ampere uses that runtime credential directly. When you omit it, provider clients fall back to the generated KotlinConfig values sourced from local.properties at build time. --- Why Ampere? Most agent frameworks bolt on observability after the fact — attaching tools like LangSmith or Langfuse to reconstruct behavior from traces. Ampere inverts this. ","default_branch":null,"files":null,"tree":[],"storefront":"/r/socket-link","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/socket-link/ampere/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}