Wozz
Agentless Kubernetes cost auditor (open source)
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HN · launched Nov 26, 2025 · 5 upvotes (top 90%) · 1 view
Niche: cloud cost optimization tools · 42 launches, 3 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- Developer
- Not AI
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 42 launches in cloud cost optimization tools →
Could you build this?
Yes Wozz is an agentless Kubernetes cost auditing tool that queries standard cloud pricing APIs and Kubernetes resource allocation metrics via the cluster API.
Discussion
6 comments analyzed.
Competitors mentioned: Kubecost, CastAI
Concerns raised: Point-in-time snapshot misses seasonality and batch job spikes, Relies on kubectl top which may not capture full usage patterns, 20% safety buffer on memory requests may be too aggressive for production
Feature requests: Handle non-snapshot metrics over time for seasonal workloads, Account for nightly batch jobs and usage spikes
Competitors
Other products that read as similar to this one : 2721 launches clear the similarity bar, closest 8 shown.
Attention rank: #2554 of 2722 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 27 days after the earliest competitor.
- Agyn, an open-source Kubernetes runtime for AI agents · hn · 2026-05-20 · 9 upvotes · similarity 0.70
- KubeAstra–Open-source AI agent that debugs and recovers Kubernetes pods · hn · 2026-05-06 · 6 upvotes · similarity 0.67
- jevernetes · github · 2026-09-20 · 10 upvotes · similarity 0.66
- A deep dive into Kubernetes internals · hn · 2026-05-25 · 8 upvotes · similarity 0.66
- zeabur · github · 2026-10-24 · 118 upvotes · similarity 0.64
- ClusterdOS · hn · 2026-04-28 · 13 upvotes · similarity 0.63
- AI SRE Arena, an Open Benchmark for AI SRE Agents on Kubernetes · hn · 2026-10-08 · 24 upvotes · similarity 0.63
- Clawk · hn · 2026-07-13 · 226 upvotes · similarity 0.63
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.