# PandaProbe

Chirpz AI가 개발한 PandaProbe는 프로덕션 환경의 AI 에이전트를 추적·평가·모니터링해 에이전트 워크플로의 관측성과 디버깅을 강화하는 오픈소스 플랫폼입니다.

- Findings24: <https://findings24.com/ko/tools/pandaprobe>
- 웹사이트: <https://chirpz.ai>
- 가격: Freemium
- 카테고리: AI 코드 어시스턴트, AI 개발 도구, AI 옵저버빌리티

## PandaProbe란 무엇인가요?

Chirpz AI is an applied AI lab focused on agent engineering. Its public-facing product is PandaProbe, an open-source agent engineering platform for traces, evals, and monitoring.

The site frames the product around a specific gap: AI agents need tooling for tracing, evaluation, and monitoring because they fail in ways that differ from traditional software and standalone LLMs. Chirpz AI says PandaProbe is built to help teams debug agents, improve them, and ship them with more confidence.

## PandaProbe(으)로 무엇을 할 수 있나요?

### Agent tracing

Collect traces to inspect how an agent behaved across a run, which helps teams understand failures that do not show up in ordinary application logs.

### Evals for agent workflows

Evaluate agent behavior so teams can compare outputs and judge changes instead of relying on ad hoc manual review.

### Production monitoring

Monitor agents in production to watch for failures and quality regressions after deployment.

### Observability-first design

Treat observability as a first-class concern so debugging and improvement happen around the agent lifecycle rather than as an afterthought.

### Open-source product model

Use an open-source platform, which the company says it chose because transparency is foundational to the product.

## 사용 사례

### Debugging production failures

Inspect agent traces to understand why a run failed, where behavior diverged, and what happened before an unexpected outcome.

### Evaluating changes

Compare agent outputs with evals when changing prompts, models, or workflows so you can assess whether the change improved behavior.

### Ongoing production monitoring

Track agent behavior in production to spot regressions and monitor reliability over time.

### Open-source observability setup

Adopt an open-source agent engineering platform when transparency and inspectability matter to the team.

## 자주 묻는 질문

### What is Chirpz AI's product?

Chirpz AI presents PandaProbe as its product, an open-source agent engineering platform for traces, evals, and monitoring. The site describes it as a tool for debugging, evaluating, and improving AI agents in production.

### What problem does it focus on?

The site says the team builds products and publishes research in agent engineering. Their stated focus is the gap between prototype and production for AI agents, especially observability, tracing, evaluation, and monitoring.

### How is it priced?

The source text does not describe a public signup flow, pricing tiers, or paid plans. The pricing page currently returns a 404, so pricing details are not available from the provided evidence.

### Does it integrate with other tools?

PandaProbe is described as open source from day one, and the site links to GitHub and the pandaProbe.com domain. Beyond that, the provided sources do not list specific integrations.

## 주요 정보

- **Category**: Developer Tool
- **Product**: PandaProbe
- **Company**: Chirpz AI
- **Positioning**: Applied AI lab
- **Primary focus**: Agent engineering, observability, evaluation, monitoring
- **Source domain**: chirpz.ai