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assurance-budget

PyPIInfrastructure

PulseGate's liveness check found it on 4 Oct 2026; it is registered on GitHub and PyPI and has been in the index since 4 Sep 2026. How this is checked

assurance-budget is an open-source Python package for tracking where an AI agent run spends its budget and identifying unproductive loops. It provides caller-independent ceilings and guardrails for cost and resource control in agent workflows.

Inferred · not functionally tested

Open SourceApache-2.0CLISelf-hosted
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Overview

5 features

Purpose: Preventing AI agent runs from exceeding budgets or wasting resources in unproductive loops.

Inferred · not functionally tested

Audience: AI agent developers and LLM operations teams

Inferred · not functionally tested

Functions: monitoring

Inferred · not functionally tested

Interfaces: API: unknown · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)

Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: CLI · deployment: cli, self_hosted

Constraint provenance is unknown; confirm requirements with the publisher.

Record sources: pypi.org · github.com. These links do not verify the individual claims.

assurance-budget sits in PulseGate's AI security & guardrails category. Inferred · not functionally tested: It focuses on preventing AI agent runs from exceeding budgets or wasting resources in unproductive loops. Inferred · not functionally tested: assurance-budget is an open-source project aimed at AI agent developers and LLM operations teams. Basis unknown · not verified: assurance-budget is open source under the Apache-2.0 license. Basis unknown · not verified: assurance-budget is available on the command line, and it can be self-hosted.

Behind assurance-budget is i-ops-hq, and it first shipped in 2026. The project is developed in the open on GitHub with 3 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include budget tracking, cost ceilings, and loop detection.

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

Tasks: Inferred · not functionally tested

  • Budget tracking
  • Cost ceilings
  • Loop detection
  • Run observability
  • Agent guardrails

Topics: Inferred · not functionally tested

Tags
agent-budgetingllm-cost-controlrun-observabilityagent-guardrails
AI capabilities
TextStructured

JSON profile · Text profile · Access guide

Built with & integrations

Runs on
CLISelf-hosted

Trust & compliance

License
Apache-2.0
Public signals
HTTPSOpen SourceFree tierGitHubActive maintenance

Indexing history

16

What PulseGate has recorded for this listing

  1. Indexed6 Oct · 00:30 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  2. Indexed2 Oct · 06:53 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  3. Indexed2 Oct · 05:17 UTC
    assurance-budget seen via PyPI Fresh Feed
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  4. Indexed2 Oct · 03:56 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  5. Indexed1 Oct · 17:45 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  6. Indexed1 Oct · 00:20 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  7. Indexed30 Sep · 05:35 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  8. Indexed29 Sep · 21:33 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  9. Indexed29 Sep · 21:17 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  10. Indexed28 Sep · 06:43 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  11. Indexed28 Sep · 04:34 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  12. Indexed26 Sep · 05:25 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  13. Indexed24 Sep · 20:55 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  14. Indexed24 Sep · 20:07 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  15. Indexed24 Sep · 06:11 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open
  16. Indexed4 Sep · 01:23 UTC
    assurance-budget seen via PyPI Fresh Feed
    Source: PyPI Fresh Feed · Open

Frequently asked questions about assurance-budget

What is assurance-budget?
Inferred · not functionally tested: Assurance-budget focuses on preventing AI agent runs from exceeding budgets or wasting resources in unproductive loops. It is catalogued under AI security & guardrails on PulseGate.
Who is assurance-budget for?
Inferred · not functionally tested: assurance-budget is an open-source project built for AI agent developers and LLM operations teams.
Is assurance-budget free?
Basis unknown · not verified: Yes — assurance-budget is open source under the Apache-2.0 license and free to use.
What platforms does assurance-budget run on?
Basis unknown · not verified: assurance-budget runs on the command line. It can also be self-hosted.
Is assurance-budget still maintained?
PulseGate's liveness check found it on 4 Oct 2026. Its GitHub repository shows 3 commits in the last 90 days.
Who develops assurance-budget?
assurance-budget is developed by i-ops-hq.
How long has assurance-budget been around?
assurance-budget first shipped in 2026.
Is assurance-budget open source?
Basis unknown · not verified: Yes — assurance-budget is open source under the Apache-2.0 license, developed on GitHub.

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