This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
opti-pipe reads your Spark/dbt pipeline config alongside real run metrics and tells you what’s misconfigured — with the reasoning shown, not just a number to change. Rule-based and fully auditable, nothing auto-applies. dbt has a real integration (upload your own run_results.json); Spark runs on sample data for now.
Hey PH 👋 Built this because I kept seeing the same pattern on every data team I worked with: someone senior ‘just knows’ a job’s OOM-ing because memory’s sized for last quarter’s data volume, or that shuffle partitions are way overcounted — and that knowledge lives in one person’s head, not anywhere checkable.
opti-pipe makes that pattern-matching explicit: 7 threshold rules, each fully auditable
You can see exactly why a recommendation fired. Nothing ML/black-box, and nothing auto-applies — you approve or you don’t.
Try the live demo (no signup): opti-pipe.onrender.com. Would genuinely love feedback, especially ‘this rule is wrong’ — that’s the fastest way I improve it.”
Let me know once it’s live and I can help draft replies to early comments if you want.
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About opti-pipe on Product Hunt
“Stop guessing Spark/dbt config values”
opti-pipe was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #143 on the daily leaderboard. opti-pipe reads your Spark/dbt pipeline config alongside real run metrics and tells you what’s misconfigured — with the reasoning shown, not just a number to change. Rule-based and fully auditable, nothing auto-applies. dbt has a real integration (upload your own run_results.json); Spark runs on sample data for now.
opti-pipe was featured in SaaS (43.6k followers), Developer Tools (517.3k followers) and Data (2.4k followers) on Product Hunt. Together, these topics include over 133k products, making this a competitive space to launch in.
Who hunted opti-pipe?
opti-pipe was hunted by Dor Farber. 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.
Want to see how opti-pipe stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Dor Farber