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Show HN: 10x faster, 3x cheaper ETL

For the past few months our team has been working on an agentic framework that takes large, expensive SQL workloads and compiles them to Rust, backed by a formal proof of correctness. This is the sort of work I used to do by hand as a systems performance engineer, but now it happens in hours instead of months. We first redid our internal pipelines with this technique and they're now 10x faster and 3x cheaper. Next, we went live with our Snowflake and Databricks SQL customers. They're seeing simi

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Source page screenshot: Show HN: 10x faster, 3x cheaper ETL
Source page screenshot · news.ycombinator.com

Source record

Recorded metrics

points · 1 votes
2026-10-28 07:30:10.471Z
cumulative since publication

Research analysis

What changed

Source account: For the past few months our team has been working on an agentic framework that takes large, expensive SQL workloads and compiles them to Rust, backed by a formal proof of correctness. This is the sort of work I used to do by hand as a systems performance engineer, but now it happens in hours instead of months. We first redid our internal pipelines with this technique and they're now 10x faster and 3x cheaper. Next, we went live with our Snowflake and Databricks SQL customers. They're seeing simi

Version & cost evidence

Source votes: 1 votes (Oct 28, 2026 UTC; cumulative since publication); previous same-scope observation: 1 (Oct 28, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “Show HN: AI-drop project – drop traffic fast from misbehaving crawlers (AGPL)” (Show HN, Nov 13, 2026); “Show HN: Wonderchat – A Zendesk alternative that doesn't charge per seat” (Show HN, Nov 13, 2026). Shared themes are navigation hints; they have not been verified as the same need or independent corroboration.

Who is affected

Identify the existing workflow this change affects before recommending an upgrade. Launch attention does not establish improvement; an API, pricing or availability change may instead create migration work.

Missing comparison points

Missing checks: old versus new behavior, affected plans and regions, availability date, compatibility, rollback path and cost under the same workload.

Migration check

Save the release or policy notice, run the same task on the old and new option, and compare outputs and the full bill. For retirement notices, verify the deadline before scheduling migration.