WakaQ - a Python distributed task queue
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WakaQ - a Python distributed task queue launched on September 5, 2022 with 147 votes, #217 of 3,464 launches that month and more than 95% of that year's launches. The site was still online in September 2026, 4 years on.
In plain words
WakaQ is a Python distributed task queue for developers who need to process jobs asynchronously across multiple workers. It enables developers to queue, schedule, and execute tasks in parallel, making it suitable for handling background jobs in Python applications. The tool integrates with existing Python projects and provides straightforward task distribution capabilities for scaling workloads beyond single-machine constraints.
written from the facts on this page · September 2026
From the sources
Unfortunately, WakaTime has been using Celery for almost 10 years now. During that time I’ve experienced many critical bugs , some still open years after being introduced. Celery used to be pretty good, but feature bloat made the project difficult to maintain. Also in my opinion, splitting the code into three separate GitHub repos made the codebase hard to read. When that happens the worker stops processing all tasks, not just delayed ones! As WakaTime grew, we started running into this bug more frequently. I tried RQ , Huey , and TaskTiger , but they were missing features and processed tasks slower than Celery. A background task queue is indispensable for a website like WakaTime, and I was…from wakatime.com
Does a similar job
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Your Own Task Queue for Python2017 · github.com · ▲75yotaq - Your Own Task Queue for Python. Contribute to JoseTomasTocino/yotaq development by creating an account on GitHub.
KQ – Simple Job Queue for Python Using Kafka2016 · github.com · ▲116Kafka-based Job Queue for Python. Contribute to joowani/kq development by creating an account on GitHub.
Hatchet – Open-source distributed task queue2024 · github.com · ▲578Hello HN, we're Gabe and Alexander from Hatchet (https://hatchet.run), we're working on an open-source, distributed task queue. It's an alternative to tools like Celery for Python and BullMQ for Node.js, primarily focused on reliability and observability. It uses Postgres for the underlying queue. Why build another managed queue? We wanted to build something with the benefits of full transactional enqueueing - particularly for dependent, DAG-style execution - and felt strongly that Postgres solves for 99.9% of queueing use-cases better than most alternatives (Celery uses Redis or…
PgQueuer – Transform PostgreSQL into a Job Queue2024 · github.com · ▲376PgQueuer is a Python job queue that uses PostgreSQL for everything — queue storage, locking, notifications. No Redis, no RabbitMQ, no separate broker to operate. If your app already has Postgres, you already have the broker. After ~2 years and 26 minor releases, 1.0 ships today as the first stable release. Strict semver from here on. Thanks to everyone who contributed and left feedback!

- WWWsq – WebSocket task queues2015 · wsq.rocks · ▲34
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