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observation-agent

PyPI·Infrastructure·🇨🇳

observation-agent is a Python SDK that enables developers to declare four-segment modules (input/structure/process/output) for AI agents. It provides automatic collection through LangChain integration and reports data via HTTP. Designed for observability of agent-based AI systems, it helps developers track and analyze complex agent execution flows.

Open SourceMIT LicenseCLIAPI
Visit PyPI↗

Overview

4 features

In the AI & ML space, observation-agent takes a focused approach. Manually instrumenting and monitoring complex AI agent execution flows across input, structure, process and output stages. observation-agent is an open-source project aimed at AI developers. observation-agent is open source under the MIT License. observation-agent is available on the command line and API.

Aiddit builds and maintains observation-agent, and it first shipped in 2026. Key capabilities include module declaration, langChain integration, and HTTP reporting. It exposes integrations via a public API.

Summary written by a language model from the project’s public pages.

  • ✓Module declaration
  • ✓LangChain integration
  • ✓HTTP reporting
  • ✓Observability SDK
Tags
agent-observabilitylangchain-monitoringai-telemetrymodule-instrumentation
AI capabilities
TextStructured
Inference: Cloud API

Built with & integrations

Connectors
API
Runs on
CLIAPI-only

Trust & compliance

License
MIT License
Verified signals
✓HTTPS✓Open Source✓Free tier

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed27 Jul · 07:10 UTC
    observation-agent verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about observation-agent

What is observation-agent?
Manually instrumenting and monitoring complex AI agent execution flows across input, structure, process and output stages. It is catalogued under AI & ML on PulseGate.
Who should use observation-agent?
observation-agent is an open-source project built for AI developers.
Is observation-agent free?
Yes — observation-agent is open source under the MIT License and free to use.
What platforms does observation-agent run on?
observation-agent runs on the command line and API.
Is observation-agent still maintained?
Unverified. observation-agent has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to observation-agent?
Similar projects tracked by PulseGate include Agent Observer, AgentObserve, and agentSonar.Agent ObserverAgentObserveagentSonar
Who makes observation-agent?
observation-agent is developed by Aiddit, based in China.
How long has observation-agent been around?
observation-agent first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
License
MIT License
First seen
27 Jul 2026
Built for
AI developers
Model
Open source
Solves
Manually instrumenting and monitoring complex AI agent execution flows across input, structure, process and output stages.

Registered as

PyPI
observation-agent

Developer

🇨🇳Aiddit

Live coverage

Identity confidence
Low · 64
Indexed
27 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
27 Jul 2026
Identity audit (13)
Slug
observation-agent-pypi-org
Lifecycle state recorded
27 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
27 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
27 Jul 2026
Canonical URL
https://pypi.org/project/observation-agent

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  • WAwatchagentwatchagent.dev
  • OBObservalobserval.io