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runcycles/cycles-spring-ai-starter

Spring AI starter for Cycles — runtime budget and action authority for Spring AI agents

Java APACHE-2.0 GitHub ↗ site ↗
★ 0
stars
100
AI relevance
35
solo dev
1
tool sigs

SUMMARY AI summary by gpt-5-mini

Cycles Spring AI Starter is a Spring Boot starter that enforces runtime budget and governance for Spring AI ChatClient calls by integrating the Cycles Protocol. It auto-attaches an advisor to ChatClient builders so LLM calls are reserved with Cycles before hitting providers; a denied reservation throws CyclesBudgetDeniedException and prevents the call. Who uses it: Java 21+, Spring Boot 3.5+, Spring AI 1.0+ applications that require multi-tenant spend control, tamper-evident audit, and production-grade fail-closed budgeting for agents and tools. Key features: - Pre-call reservation → commit on success → release on error/cancel lifecycle for non-streaming and streaming flows. - Optional CyclesToolGate to wrap tool callbacks (separate audit labels). - Auto-configuration via ChatClientCustomizer, configurable via application.yml (base URL, api key, tenant/workspace/app, estimates, action labels, fail-open). - Observation convention to append Cycles attribution tags to traces. - Behaves fail-closed by default; configurable fail-open for transport errors.

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🌐 Web frameworks (2)
Spring Boot Spring

GitHub Topics

#action-control #agent-governance #agent-runtime #agent-safety #agentic-ai #ai-agents #ai-governance #budget #budget-control #chat-client #cost-control #enterprise #java #llm #llmops #multi-tenant #runtime-authority #spring-ai #spring-boot

Language breakdown (by bytes)

Java
97.2%
Shell
2.8%

Owner

Account
runcycles
Type
Organization
Followers
0

Dates

Created on GitHub 2026-05-12
Last push 2026-05-13
First seen here 2026-05-12
Last fetched 2026-05-16 18:20