procrastinate-org/procrastinate
PostgreSQL-based Task Queue for Python
⚡ Executive Summary & Quick Facts
Authoritative Sourceprocrastinate is procrastinate is an open-source project written in Python: PostgreSQL-based Task Queue for Python..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), procrastinate-org/procrastinate has accumulated 1,441 GitHub stars and 115 forks. It is written in Python, licensed under MIT, and ranks #6,921 globally. It is actively maintained with the latest commit recorded on Nov 2, 2026.”
| Repository | procrastinate-org/procrastinate ↗ |
|---|---|
| Primary Category | async |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 1.4K stars · ⑂ 115 forks · #6,921 globally |
| Maintenance | ● Active (Last commit: Nov 2, 2026) · 97 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: 97/100 · Grade A+Yes, procrastinate is actively maintained. Continuous telemetry recorded the last code commit on Nov 2, 2026 (11 days ago). Supported by 1,441 stars and 115 community forks, this repository holds a calculated health index of 97/100, reflecting very active (commits within last 14 days) and healthy issue cadence.
Star History
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+36
STARS · LAST 30 DAYS
1
PER DAY
#1,012
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +0 | +36 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +3 | +10 |
procrastinate gained 36 stars in the last 30 days, about 1 a day, and now has 1.4K. It is about 8 years old and has averaged roughly 180 stars a year. It ranks #1,012 among Python repositories and #6,921 across all languages on GitHubRepo.
Trending Record
45
DAYS ON TRENDING
#490
BEST RANK
Sep 23, 2026
FIRST APPEARANCE
Active
STATUS TODAY
procrastinate has maintained a continuous presence across global trending indexes, peaking at #490. Below is the 30-day activity profile:
💡 Overview
procrastinate is an open-source project written in Python: PostgreSQL-based Task Queue for Python.
Engineered for speed, consistency, and developer ease, it solves common hurdles in async, postgresql, 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 procrastinate⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
procrastinate 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 procrastinate 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 procrastinate using your package manager: `pip install procrastinate`
Initialize your project workspace or configuration file for procrastinate.
Import procrastinate into your codebase or invoke it directly from your terminal.
Execute your test suite or run `procrastinate --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
procrastinate-org/procrastinate is currently ranked #6,921 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #6,916 | aitjcize/cppman | Python | ★ 1.4K | Compare ↗ |
| #6,916 | pgRouting/pgrouting | C++ | ★ 1.4K | Compare ↗ |
| #6,916 | sebadob/rauthy | Rust | ★ 1.4K | Compare ↗ |
| #6,919 | apache/iceberg-rust | Rust | ★ 1.4K | Compare ↗ |
| #6,919 | rebrowser/rebrowser-patches | JavaScript | ★ 1.4K | Compare ↗ |
| #6,921 | procrastinate-org/procrastinate This Project | Python | ★ 1.4K | |
| #6,921 | jaydenseric/graphql-upload | JavaScript | ★ 1.4K | Compare ↗ |
| #6,923 | ongres/stackgres | Java | ★ 1.4K | Compare ↗ |
| #6,923 | measure-sh/measure | TypeScript | ★ 1.4K | Compare ↗ |
| #6,923 | no-magic-ai/no-magic | Python | ★ 1.4K | Compare ↗ |
| #6,923 | rociiu/talorys | TypeScript | ★ 1.4K | Compare ↗ |
Frequently Asked Questions
What does procrastinate do? +
PostgreSQL-based Task Queue for Python
Is procrastinate actively maintained in 2026? +
Yes, procrastinate is actively maintained. The latest code push was recorded on Nov 2, 2026 (11 days ago). It holds a calculated Maintenance Health Score of 97/100 (A+ rating) with 1,441 stars and 97 open issues.
What language is procrastinate written in? +
The primary language is Python. Topics include: async, postgresql, python, sync, task-queue.
How many stars does procrastinate have? +
procrastinate has 1,441 stars and 115 forks on GitHub.
How does procrastinate rank among GitHub repositories? +
With 1,441 stars, procrastinate-org/procrastinate is ranked #6,921 globally across all repositories tracked on GitHubRepo and #1,012 among Python projects.
What license is procrastinate distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
