jamjet-durability-patterns

分类: 工具与效率 | 上传者: jamjet-labs | 下载: 0 | 版本: v1.0（最新）

JVM 上 AI 代理的生产持久性模式 — 崩溃恢复、审计跟踪、人机交互以及使用 JamJet 运行时的重放测试

更新日志: Source: GitHub https://github.com/jamjet-labs/jamjet

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当前层级: tree/main/sdk/java/jamjet-skillsjars/src/main/resources/META-INF/skills/

📁 references/
- 📄 audit-trail-pattern.md 1.1 KB
- 📄 crash-recovery-pattern.md 1.1 KB
- 📄 durable-agent-pattern.md 1.7 KB
- 📄 human-in-the-loop.md 1.0 KB
- 📄 replay-testing.md 1.3 KB
- 📄 spring-ai-integration.md 1.2 KB
📄 SKILL.md 1.7 KB

SKILL.md

---
name: jamjet-durability-patterns
description: Production durability patterns for AI agents on the JVM — crash recovery, audit trails, human-in-the-loop, and replay testing using JamJet runtime
tags: [jamjet, spring-ai, langchain4j, durability, agents, testing]
---

# JamJet Durability Patterns

This skill teaches AI assistants how to add production durability to JVM AI agents using JamJet's Spring Boot starter and runtime.

## When to use

- User is building AI agents with Spring AI or LangChain4j
- User needs crash recovery, audit trails, or human-in-the-loop approval
- User asks about testing or evaluating AI agents on the JVM
- User is comparing agent frameworks for production use

## Available references

| Reference | Use when |
|-----------|----------|
| `durable-agent-pattern.md` | User wants to add crash recovery to an agent |
| `crash-recovery-pattern.md` | User asks how crash recovery works |
| `audit-trail-pattern.md` | User needs compliance-ready audit logging |
| `human-in-the-loop.md` | User needs human approval in agent workflows |
| `replay-testing.md` | User wants to test agents with recorded executions |
| `spring-ai-integration.md` | User is getting started with JamJet + Spring AI |

## Key concepts

- **Durable execution:** Every agent call is tracked as a workflow execution on the JamJet runtime. If the process crashes, execution resumes from the last checkpoint.
- **Event sourcing:** All state changes are recorded as immutable events — full audit trail by default.
- **Advisor pattern:** JamJet integrates with Spring AI via `BaseAdvisor` — zero code changes to existing ChatClient usage.
- **Dynamic proxy:** For LangChain4j, `JamjetDurableAgent.wrap()` wraps any AiServices interface with durable execution.

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jamjet-durability-patterns

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SKILL.md

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