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armature-agents

PyPI·Infrastructure

armature-agents is an open-source CLI harness for executing LLM-based agents in structured, inspectable workflow specifications. It enables developers to manage, run, and inspect agent workflows for code and text tasks efficiently from the terminal.

Open SourceMITCLI
Visit PyPI↗
8stars
1fork
5features
2026since

Overview

5 features

In the Autonomous agents & workflows space, armature-agents takes a focused approach. It focuses on managing and executing LLM-based agents in structured, inspectable workflows. It is built as an open-source project for developers building LLM agent workflows. armature-agents is open source under the MIT license. armature-agents is available on the command line.

armature-agents first shipped in 2026. Development happens publicly on GitHub with 339 commits in the last 90 days. Key capabilities include agent execution, LLM workflow harness, and structured specs.

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

  • ✓Agent execution
  • ✓LLM workflow harness
  • ✓Structured specs
  • ✓CLI interface
  • ✓Inspectable workflows
Tags
llm-agentsworkflow-harnesscli-toolstructured-executioninspectable-workflows
AI capabilities
CodeText

Built with & integrations

Framework
FastAPI
Runs on
CLI

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub · ★ 8✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed30 Jun · 14:34 UTC
    armature-agents verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about armature-agents

What is armature-agents?
Armature-agents focuses on managing and executing LLM-based agents in structured, inspectable workflows. It is catalogued under Autonomous agents & workflows on PulseGate.
Who is armature-agents for?
armature-agents is an open-source project built for developers building LLM agent workflows.
Does armature-agents have a free plan?
Yes — armature-agents is open source under the MIT license and free to use.
What platforms does armature-agents run on?
armature-agents runs on the command line.
Is armature-agents still maintained?
The GitHub repository shows 339 commits in the last 90 days.
What are alternatives to armature-agents?
Similar projects tracked by PulseGate include agentling, agent-lifecycle, and agentos-framework.agentlingagent-lifecycleagentos-framework
How long has armature-agents been around?
armature-agents first shipped in 2026.
Is armature-agents open source?
Yes — armature-agents is open source under the MIT license, developed on GitHub.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 8
License
MIT
Built for
developers building LLM agent workflows
Model
Open source
Solves
Managing and executing LLM-based agents in structured, inspectable workflows.

Registered as

GitHub
bryansparks/armature
PyPI
armature-agents

Developer

Bryansparks
Solo developer
↗ GitHub

Open source

View on GitHub →
Stars
8
Forks
1
Open issues
0
Last commit
29 Jun 2026
Commits 90d
339
Contributors
1
Authorship
Solo
Default branch
main

Index record

Identity confidence
Low · 64
Indexed
30 Jun 2026
Lifecycle
Alive
Last seen
30 Jun 2026
Identity audit (12)
Slug
armature-agents-pypi-org
Lifecycle last checked
8 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
30 Jun 2026
Timeline basis
Indexed-at chronology. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
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.
Canonical URL
https://pypi.org/project/armature-agents

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