Skip to main content

Brink SDK

PyPI version Python License

The operations platform for AI agents — SRE primitives for agent reliability.

Brink brings Site Reliability Engineering to AI agents: circuit breakers that trip on behavioral degradation (not just HTTP errors), SLOs and error budgets for agent-native quality metrics, and chaos testing designed for the failure modes unique to LLM-powered systems.

Installation

pip install brink-sdk

What It Does

Traditional monitoring tells you whether your infrastructure is healthy. Brink tells you whether your agents are behaving correctly — catching hallucination, infinite loops, cost runaway, goal drift, and cascading failures across multi-agent pipelines.

  • 🔌 Circuit Breakers — Trip on quality degradation, cost spikes, and step count explosion
  • 📊 SLOs & Error Budgets — Quantify reliability with agent-native metrics
  • 💥 Chaos Testing — Inject semantic-layer faults to build confidence before production breaks
  • 🔭 Structured Observability — Hierarchical tracing (Session → Task → Step → Interaction)
  • 🛡️ Budget Guards — Hard limits on cost, tokens, steps, and time per agent run

Quick Start

from brink import monitor

@monitor
def my_agent(query: str) -> str:
    # Your agent code here
    ...

⚠️ Pre-release: This package is under active development. The API is not yet stable.

License

Apache License 2.0 — see LICENSE for details.

Metadata

Release files for brink-sdk 0.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for brink-sdk 0.0.1
File Size Uploaded Provenance Actions
brink_sdk-0.0.1.tar.gz 7.6 kB Without provenance Details for brink_sdk-0.0.1.tar.gz

Built distribution (wheel)

Table of built distributions (wheels) for brink-sdk 0.0.1
File Interpreter ABI Platform Actions
brink_sdk-0.0.1-py3-none-any.whl Python 3 none any Details for brink_sdk-0.0.1-py3-none-any.whl

Total release size: 16.9 kB

Release files / brink_sdk-0.0.1.tar.gz

Download URL brink_sdk-0.0.1.tar.gz
Size 7.6 kB
Tags Source
SHA-256 checksum
How to use checksums
d00bc7cdc887a352eb931e22138481d6fb7f390ca89c5b89110ee361a558131e
BLAKE2b-256 checksum
How to use checksums
d49d97c0e600f06dfce24493ad4b6f61ce294350e9c53ef8505cf6ad8680ec39
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via poetry/1.8.3 CPython/3.11.8 Darwin/24.6.0

Release files / brink_sdk-0.0.1-py3-none-any.whl

Download URL brink_sdk-0.0.1-py3-none-any.whl
Size 9.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
d4b2a83e9933891dea57aa935281380fcd26487fa1e94d33964a124c6e4ff0b4
BLAKE2b-256 checksum
How to use checksums
0f45f67bb4bab5841cbbe91b13b743086b5fed94180227dbb3d8b9ff348b41b9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via poetry/1.8.3 CPython/3.11.8 Darwin/24.6.0

Security for brink-sdk 0.0.1

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

No provenance found

None of the files in this release were uploaded with provenance metadata.

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

0.0.1 This release

2 release files No provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page