ZeroShot: Agent session monitoring to make your team go faster
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HN · launched Jul 30, 2026 · 18 upvotes (top 31%) · 0 views
Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →
Category and tags
- Horizontal
- Observability & eval
- B2B
- AI-native
- Commercial product
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Yes It is an observability and analytics dashboard with a companion CLI tool that captures agent transcripts, logs token metrics, and runs automated rule/skill checks against PRs.
Discussion
4 comments analyzed.
Competitors mentioned: Cursor, Claude Code, Codex, Pi, OMP
Concerns raised: Works best with repeated friction patterns, less useful for highly varied work, Efficiency numbers from teams with heavy repeated work, results may vary, Mac only, Windows and Linux still in development, Early days, pipelines still being developed
Feature requests: Windows support, Linux CLI support, Additional coding agent integrations
Competitors
Other products that read as similar to this one : 2810 launches clear the similarity bar, closest 8 shown.
Attention rank: #793 of 2811 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 274 days after the earliest competitor.
- Argus, agentic QA for teams whose coding agents move faster than QA · hn · 2026-08-18 · 8 upvotes · similarity 0.62
- agent-monitor · github · 2026-09-16 · 32 upvotes · similarity 0.61
- Nobie · hn · 2026-07-13 · 96 upvotes · similarity 0.61
- Buildbox: Agent analytics for real user outcomes · yc · 2026-08-03 · 10 upvotes · similarity 0.60
- laya-drift · github · 2026-09-21 · 14 upvotes · similarity 0.59
- Block/buzz: a workspace built for teams of humans and agents · hn · 2026-06-22 · 21 upvotes · similarity 0.59
- agentplay · github · 2026-10-14 · 253 upvotes · similarity 0.59
- Orpheus, An Agent runtime that scales on queue depth and not CPU · hn · 2026-02-04 · 6 upvotes · similarity 0.58
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.