PandaProbe Cloud
Agent Engineering, Fully Managed.
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PandaProbe Cloud gives your team full-stack tracing, evals, and monitoring for agents with zero infrastructure to manage. Ship better agents without the ops overhead.
PH · launched Jun 15, 2026 · 246 upvotes (top 53%) · 0 views
Niche: ai agent observability platforms · 220 launches, 5 in the last 7 days ▼ -64% · Explore this niche →
Category and tags
- Horizontal
- Dev tools
- Developer
- AI-native
- Commercial product
- Open Source
- Developer Tools
- Artificial Intelligence
- GitHub
Visit website ↗ Source listing ↗
More like this: all 220 launches in ai agent observability platforms →
Could you build this?
Partial Building an LLM observability and evaluation dashboard is straightforward, but running scalable high-throughput trace ingestion pipelines and self-healing agent infrastructure requires non-trivial distributed systems engineering.
What it would actually take: A production version requires a time-series or columnar database (like ClickHouse) behind an ingestion queue (e.g., Kafka or AWS Kinesis) to handle high-throughput trace streams without latency spikes. The hard parts are maintaining near-zero ingestion overhead on client agents, building robust distributed trace stitching across multi-step asynchronous agent graphs, and running continuous LLM-as-a-judge evaluation pipelines cost-effectively at scale.
Competitors
Other products that read as similar to this one : 117 launches clear the similarity bar, closest 8 shown.
Attention rank: #65 of 118 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 122 days after the earliest competitor.
- Prowler Cloud · ph · 2026-09-22 · 65 upvotes · similarity 0.47
- Claude Managed Agents · ph · 2026-04-09 · 173 upvotes · similarity 0.47
- cloud-agent · github · 2026-10-09 · 17 upvotes · similarity 0.46
- cloudflare-agent · github · 2026-11-01 · 30 upvotes · similarity 0.45
- Hyperprobe · ph · 2026-09-05 · 213 upvotes · similarity 0.44
- Maritime · ph · 2026-11-05 · 166 upvotes · similarity 0.42
- Polylane for Google Cloud · ph · 2026-11-05 · 93 upvotes · similarity 0.41
- Security Analyst Agent · ph · 2026-09-24 · 2 upvotes · similarity 0.41
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