Softprobe
Performance reviews for AI Agents
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PH · launched Sep 23, 2026 · 1 upvote (top 69%) · 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
- Developer Tools
- Artificial Intelligence
- No-Code
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Partial The frontend dashboard and basic trace viewer are vibe-codeable, but high-throughput trace ingestion, distributed session storage, and semantic evaluation at scale require non-trivial distributed systems engineering.
What it would actually take: The system requires an OpenTelemetry-compatible collector pipeline (like ClickHouse or Elasticsearch for high-volume span and event storage) backed by high-throughput queueing (Kafka or AWS Kinesis). The hard part is ingesting large agent trajectories (prompts, tool calls, multi-turn states) efficiently with near real-time querying, filtering, and automated evaluation metrics.
Competitors
Other products that read as similar to this one : 207 launches clear the similarity bar, closest 8 shown.
Attention rank: #173 of 208 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 229 days after the earliest competitor.
- Claude Usage Insights · ph · 2026-11-14 · 2 upvotes · similarity 0.43
- AI Agent Cost Calculator · ph · 2026-11-10 · 1 upvotes · similarity 0.43
- Underheard · ph · 2026-10-09 · 20 upvotes · similarity 0.42
- Squadron · ph · 2026-10-01 · 1 upvotes · similarity 0.41
- Claude Monitor · ph · 2026-10-10 · 2 upvotes · similarity 0.40
- Dedica · ph · 2026-10-28 · 261 upvotes · similarity 0.40
- Skippr AI · ph · 2026-07-20 · 295 upvotes · similarity 0.39
- Fly · ph · 2026-10-28 · 2 upvotes · similarity 0.39
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.