autonomous-optimization
CommunityAutonomous API routing with cost guardrails.
Software Engineering#optimization#telemetry#autonomous#circuit-breaker#api-routing#shadow-testing#cost-guardrails
Authorelophanto
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs. Adapted from msitarzewski/agency-agents.
Core Features & Use Cases
- Baseline and boundary setup for production models with hard spend/timeouts and asynchronous shadow testing.
- Fallback routing, circuit breakers, and cost-aware evaluation across multiple providers to maintain uptime and optimize costs.
- Telemetry, autonomous learning, and model benchmarking to adapt routing weights in production.
Quick Start
Configure autonomous-optimization to start shadow-testing providers against live traffic within budget and guardrails.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: autonomous-optimization Download link: https://github.com/elophanto/EloPhanto/archive/main.zip#autonomous-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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