Crilio
Catch AI prompt regressions before your users do
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HN · launched Aug 24, 2026 · 5 upvotes (top 87%) · 0 views
Niche: llm evaluation and deployment tools · 77 launches, 0 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 77 launches in llm evaluation and deployment tools →
Could you build this?
Yes A tool to catch prompt regressions typically consists of prompt management, automated evaluation runners (evals via LLM-as-a-judge or deterministic tests), and a diff/results dashboard.
Discussion
No comments on this launch.
Competitors
Other products that read as similar to this one : 1737 launches clear the similarity bar, closest 8 shown.
Attention rank: #1478 of 1738 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 298 days after the earliest competitor.
- Jo · hn · 2026-06-05 · 10 upvotes · similarity 0.55
- Lemma: Continuous Learning for AI Agents · yc · 2025-11-05 · 204 upvotes · similarity 0.52
- Implit · hn · 2026-04-26 · 7 upvotes · similarity 0.52
- Harness Tuner · hn · 2026-11-13 · 5 upvotes · similarity 0.51
- jailbreak-archives · github · 2026-09-30 · 17 upvotes · similarity 0.51
- Promptloop · hn · 2026-05-29 · 13 upvotes · similarity 0.51
- Skill-up · hn · 2026-07-30 · 5 upvotes · similarity 0.51
- Open-source playground to red-team AI agents against public prompts · hn · 2026-08-09 · 13 upvotes · similarity 0.50
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