Ahsan Sheraz
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GitHub
All 7 resilience patterns in one Python decorator
Every Python microservice eventually faces the same nightmare: one slow dependency cascades into a full outage. pyresilience solves this with a single decorator that gives you retry, circuit breaker, timeout, fallback, bulkhead, rate limiter, and cache — all coordinated, zero dependencies, and 10x faster than tenacity. If you've ever wired together five libraries just to stop your service from falling over at 3 AM, this replaces all of it with one line.
About GitHub on Product Hunt
“All 7 resilience patterns in one Python decorator”
GitHub was submitted on Product Hunt and earned 0 upvotes and 0 comments, placing #792 on the daily leaderboard. Every Python microservice eventually faces the same nightmare: one slow dependency cascades into a full outage. pyresilience solves this with a single decorator that gives you retry, circuit breaker, timeout, fallback, bulkhead, rate limiter, and cache — all coordinated, zero dependencies, and 10x faster than tenacity. If you've ever wired together five libraries just to stop your service from falling over at 3 AM, this replaces all of it with one line.
Who hunted GitHub?
GitHub was hunted by Ahsan Sheraz. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of GitHub including community comment highlights and product details, visit the product overview.