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Optimize Databricks SQL

Details

External ID
45747742
Source
HN
Company
—
Product
—
Website domain
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Launched
Oct. 29, 2025
Cohort
—
Upvotes
6
Upvotes percentile
0.3018867924528302
Tags
—
Fetched at
Sept. 7, 2026, 9:25 p.m.
Updated at
Sept. 7, 2026, 9:25 p.m.

Description

I launched my startup's Snowflake optimization product here about two years ago, and we've just released our second product: a Databricks SQL optimizer.The optimizations are basically kubernetes for data warehousing: we take over autoscaling and cluster selection to increase utilization without impacting latency. The scheduler is backed by ML models that predict runtime and capacity, which means we can run machines hotter than the providers can and thereby cut costs.More info here: https://espresso.ai/post/launching-our-databricks-sql-optimi...

Enrichment

Theme
database infrastructure and developer tools
Vertical
Horizontal
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
sql query optimization for databricks
Manually corrected
False

Could you build this?

No Dynamic query autoscaling, cluster selection, and performance optimization for Databricks SQL clusters require deep distributed database systems architecture and enterprise infra access.

What it would actually take: A production version requires intercepting or monitoring query queues via Databricks APIs/internal telemetry, predicting workload execution profiles, and automatically provisioning/right-sizing warehouse compute clusters. The hardest aspects are real-time query workload forecasting, avoiding cluster thrashing, and safely managing enterprise cloud IAM and billing across multi-tenant environments. This requires veteran data platform infrastructure engineering and deep proprietary knowledge of Spark/Databricks query execution engines.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one — 59 launches clear the similarity bar, closest 8 shown.

Attention rank: #47 of 60 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Looks like the first mover among its competitors.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.