Database-Backed Durable Python Workflows
⚡ Executive Summary & Quick Facts
Authoritative Sourcedbos-transact-py is dbos-transact-py is an open-source project written in Python: Database-Backed Durable Python Workflows..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), dbos-inc/dbos-transact-py has accumulated 1,617 GitHub stars and 101 forks. It is written in Python, licensed under MIT, and ranks #6,435 globally. It is actively maintained with the latest commit recorded on Oct 9, 2026.”
| Repository | dbos-inc/dbos-transact-py ↗ |
|---|---|
| Primary Category | agentic workflow |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1.6K stars · ⑂ 101 forks · #6,435 globally |
| Maintenance | ● Active (Last commit: Oct 9, 2026) · 6 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: 92/100 · Grade AYes, dbos-transact-py is actively maintained. Continuous telemetry recorded the last code commit on Oct 9, 2026 (34 days ago). Supported by 1,617 stars and 101 community forks, this repository holds a calculated health index of 92/100, reflecting regular maintenance (34 days ago) and healthy issue cadence.
Star History
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+0
STARS · LAST 30 DAYS
1
PER DAY
#932
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +0 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
dbos-transact-py gained 0 stars in the last 30 days, about 1 a day, and now has 1.6K. It is about 2 years old and has averaged roughly 809 stars a year. It ranks #932 among Python repositories and #6,435 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#1158
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
dbos-transact-py has maintained a continuous presence across global trending indexes, peaking at #1158. Below is the 30-day activity profile:
💡 Overview
dbos-transact-py is an open-source project written in Python: Database-Backed Durable Python Workflows.
Engineered for speed, consistency, and developer ease, it solves common hurdles in agentic-workflow, cronjob-scheduler, dbos. 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 dbos-transact-py⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
dbos-transact-py 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
Autonomous AI Agents
Orchestrate intelligent workflows and tool-calling routines with dbos-transact-py.
Model Inference & Prompting
Integrate fast, local or cloud-hosted generative AI models directly into production code.
Context Memory & RAG
Augment language models with dynamic vector retrieval and structured project memory.
Developer Productivity
Automate repetitive engineering tasks, code generation, and test creation using AI agents.
🚀 Getting Started
Install dbos-transact-py using your package manager: `pip install dbos-transact-py`
Initialize your project workspace or configuration file for dbos-transact-py.
Import dbos-transact-py into your codebase or invoke it directly from your terminal.
Execute your test suite or run `dbos-transact-py --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
dbos-inc/dbos-transact-py is currently ranked #6,435 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
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| #6,435 | dbos-inc/dbos-transact-py This Project | Python | ★ 1.6K | |
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Frequently Asked Questions
What does dbos-transact-py do? +
Database-Backed Durable Python Workflows
Is dbos-transact-py actively maintained in 2026? +
Yes, dbos-transact-py is actively maintained. The latest code push was recorded on Oct 9, 2026 (34 days ago). It holds a calculated Maintenance Health Score of 92/100 (A rating) with 1,617 stars and 6 open issues.
What language is dbos-transact-py written in? +
The primary language is Python. Topics include: agentic-workflow, cronjob-scheduler, dbos, durable-execution, microservice-orchestration.
How many stars does dbos-transact-py have? +
dbos-transact-py has 1,617 stars and 101 forks on GitHub.
How does dbos-transact-py rank among GitHub repositories? +
With 1,617 stars, dbos-inc/dbos-transact-py is ranked #6,435 globally across all repositories tracked on GitHubRepo and #932 among Python projects.
What license is dbos-transact-py distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
