Show HN: Kapso – Iterative learning from enterprise data
Hey HN! We're Alireza and Majid building Leeroo ( https://leeroo.com/ ). Previously we’ve built AI systems for products with millions of users, including at LinkedIn and Meta. We’re now focusing on building AI systems for enterprise data. Today, we're open-sourcing Kapso ( https://github.com/Leeroo-AI/kapso ), an engine that runs experiments, deploys the best solution, and learns from every run. The nature of data work is iterative: investigate, form hypotheses, experiment, and improve based on
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Recorded metrics
points · 37 votes
2026-11-13 01:16:57.591Z
cumulative since publication
Research analysis
What changed
Source account: Hey HN! We're Alireza and Majid building Leeroo ( https://leeroo.com/ ). Previously we’ve built AI systems for products with millions of users, including at LinkedIn and Meta. We’re now focusing on building AI systems for enterprise data. Today, we're open-sourcing Kapso ( https://github.com/Leeroo-AI/kapso ), an engine that runs experiments, deploys the best solution, and learns from every run. The nature of data work is iterative: investigate, form hypotheses, experiment, and improve based on
Version & cost evidence
Source votes: 37 votes (Nov 13, 2026 UTC; cumulative since publication); previous same-scope observation: 37 (Nov 13, 2026 UTC). These observations do not establish demand growth. Recent records to compare: “Show HN: Autoresearch, but for Weight Space Programming” (Show HN, Nov 13, 2026); “[分享创造] 如果用命令行访问 V 站来摸鱼，隐蔽性会高一些吗？” (V2EX, 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.