amiya-special/Dynaflow
DynaFlow: Learning Free-Form Multi-Agent Orchestration
⚡ Executive Summary & Quick Facts
Authoritative SourceDynaflow is Dynaflow is an open-source project written in Python: DynaFlow: Learning Free-Form Multi-Agent Orchestration..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of October 2026), amiya-special/Dynaflow has accumulated 130 GitHub stars and 14 forks. It is written in Python, licensed under MIT, and ranks #19,293 globally. It is actively maintained with the latest commit recorded on Oct 27, 2026.”
| Repository | amiya-special/Dynaflow ↗ |
|---|---|
| Primary Category | developer tools |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 130 stars · ⑂ 14 forks · #19,293 globally |
| Maintenance | ● Active (Last commit: Oct 27, 2026) · 2 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 93/100 · Grade A+Yes, Dynaflow is actively maintained. Continuous telemetry recorded the last code commit on Oct 27, 2026 (2 days ago). Supported by 130 stars and 14 community forks, this repository holds a calculated health index of 93/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+10
STARS · LAST 30 DAYS
1
PER DAY
#2,473
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
Dynaflow gained 10 stars in the last 30 days, about 1 a day, and now has 130. It is about 1 year old and has averaged roughly 130 stars a year. It ranks #2,473 among Python repositories and #19,293 across all languages on GitHubRepo.
Trending Record
2
DAYS ON TRENDING
#18376
BEST RANK
Oct 28, 2026
FIRST APPEARANCE
Active
STATUS TODAY
Dynaflow has maintained a continuous presence across global trending indexes, peaking at #18376. Below is the 30-day activity profile:
💡 Overview
Dynaflow is an open-source project written in Python: DynaFlow: Learning Free-Form Multi-Agent Orchestration.
Engineered for speed, consistency, and developer ease, it solves common hurdles in Python. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install Dynaflow⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
Dynaflow coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed Dynaflow into Python backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install Dynaflow using your package manager: `pip install Dynaflow`
Initialize your project workspace or configuration file for Dynaflow.
Import Dynaflow into your codebase or invoke it directly from your terminal.
Execute your test suite or run `Dynaflow --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
amiya-special/Dynaflow is currently ranked #19,293 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #19,229 | MatinSenPai/Gemini-Config-Checker | Go | ★ 131 | Compare ↗ |
| #19,229 | dreamscroll-lab/asamana | Python | ★ 131 | Compare ↗ |
| #19,229 | rzc156/dreamforge | Python | ★ 131 | Compare ↗ |
| #19,229 | salihcantekin/ruvio | Rust | ★ 131 | Compare ↗ |
| #19,229 | yesterdayfuture/confess | Python | ★ 131 | Compare ↗ |
| #19,293 | amiya-special/Dynaflow This Project | Python | ★ 130 | |
| #19,293 | pixel/hexedit | C | ★ 130 | Compare ↗ |
| #19,293 | pillowfactory/csv-mapper | Ruby | ★ 130 | Compare ↗ |
| #19,293 | pelargir/auto-session-timeout | Ruby | ★ 130 | Compare ↗ |
| #19,293 | github/version_sorter | C | ★ 130 | Compare ↗ |
| #19,293 | jeffp/wizardly | Ruby | ★ 130 | Compare ↗ |
Frequently Asked Questions
What does Dynaflow do? +
DynaFlow: Learning Free-Form Multi-Agent Orchestration
Is Dynaflow actively maintained in 2026? +
Yes, Dynaflow is actively maintained. The latest code push was recorded on Oct 27, 2026 (2 days ago). It holds a calculated Maintenance Health Score of 93/100 (A+ rating) with 130 stars and 2 open issues.
What language is Dynaflow written in? +
The primary language is Python. Topics include: software.
How many stars does Dynaflow have? +
Dynaflow has 130 stars and 14 forks on GitHub.
How does Dynaflow rank among GitHub repositories? +
With 130 stars, amiya-special/Dynaflow is ranked #19,293 globally across all repositories tracked on GitHubRepo and #2,473 among Python projects.
What license is Dynaflow distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
