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$ show FailproofAI/runtime

[account ↗] [repo ↗] APPLICATION ★ 202 45 ● active (last update 1 month ago)
reviewed by: deepseek/deepseek-v4-flash

Exosphere is a reliability runtime for AI agents, providing a state-based workflow orchestration platform. The system consists of three main components: a Python SDK (`exospherehost`) for defining nodes and execution graphs, a FastAPI state-manager backend that handles state transitions, retries, cron triggers, and secret encryption, and a Next.js dashboard for monitoring and managing workflows. The architecture follows a microservices-like pattern within a monorepo, with the SDK acting as a client library and the state-manager as the central orchestration engine. Key capabilities include dynamic graph execution, infinite parallel fanout/unite patterns, configurable retry policies (exponential, linear, fixed with jitter), signal-based state pruning and re-queuing, and a graph-level key-value store. The system relies on MongoDB for persistence and uses Beanie ODM. The codebase demonstrates solid engineering practices with well-structured controllers, middleware for request ID propagation and exception handling, and a comprehensive test suite, though some tests are incomplete or skipped. The project is in early beta (v0.0.3b1) with active development and monthly releases.

RATING7.9/10
QUALITY7.5/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS14
VELOCITY0.48
OPEN ISSUES91
CLOSED ISSUES98
LAST COMMIT1 month ago
Files by Type (count)
Python
141
Markdown
39
TSX
21
YAML
18
Other (.png)
15
TypeScript
13
Other (.svg)
10
Git Ignore
6
Other (no ext)
5
JSON
5
TOML
4
Lock File
4
Files by Type (size)
Other (.png)
6MB
Python
955KB
Lock File
515KB
JSON
273KB
Markdown
193KB
Other (.jpg)
173KB
Other (.ttf)
129KB
TSX
125KB
Other (.svg)
87KB
YAML
47KB
Other (.ico)
25KB
TypeScript
24KB

The LLM identified 5 files worth highlighting for reuse:

Provides symmetric encryption and decryption of secrets using AES-GCM. The class is self-contained, uses a single key from environment, and can be extracted into any Python project needing secure secret storage. Demonstrates proper use of nonce, ciphertext, and tag concatenation.

file: state-manager/app/utils/encrypter.py ↗ | tags: #encryption #utility #aes-gcm

Defines a configurable retry policy model with nine strategies (exponential, linear, fixed, with/without jitter) and a `compute_delay()` method. The model is reusable across any system requiring retry logic, and the enum-based strategy selection with parameterized backoff is a clean pattern.

file: state-manager/app/models/retry_policy_model.py ↗ | tags: #retry-policy #pydantic #backoff

Resolves placeholders like `${{node.outputs.field}}` and `${{store.key}}` in input strings at runtime. The logic is isolated, handles nested references, and can be reused in any workflow system needing dynamic input resolution. Demonstrates careful parsing and error handling.

file: state-manager/app/models/dependent_string.py ↗ | tags: #dynamic-resolution #template-engine

Implements `UvicornTestServer`, a reusable test fixture that starts a Uvicorn server in a separate thread for integration testing. The pattern is generic and can be extracted for any FastAPI or ASGI application test suite. Handles server lifecycle, port allocation, and graceful shutdown.

file: integration-tests/conftest.py ↗ | tags: #test-utility #uvicorn #async-testing

A React component that renders a workflow execution graph using React Flow. It converts API data into layered nodes and edges, supports status-based styling, and opens detail modals. The component is self-contained with clear props and can be adapted for any directed graph visualization in a React application.

file: dashboard/src/components/GraphVisualization.tsx ↗ | tags: #react-flow #graph-visualization #workflow-ui
Last analyzed: 2026-09-26 17:50:10.092665
Next check: 2026-10-03 17:50:10.067775
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