Struct
AI agent that root-causes engineering alerts
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Struct is an AI agent that root-causes engineering alerts using logs, metrics, traces, and code. Resolve incidents faster with a composable, customizable system that deploys in minutes and works with your existing DevOps workflows.
PH · launched Mar 14, 2026 · 331 upvotes (top 32%) · 2 views
Niche: incident response software · 72 launches, 3 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Horizontal
- Agent / copilot
- Developer
- AI-native
- Commercial product
- Software Engineering
- Developer Tools
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 72 launches in incident response software →
Could you build this?
Partial Building an alert summarizer using OpenAI APIs is simple, but ingesting and correlating distributed telemetry (OpenTelemetry, metrics, traces, git diffs) in real time during production outages requires deep observability engineering.
What it would actually take: The backend must connect to diverse observability providers (Datadog, AWS CloudWatch, Prometheus, OpenTelemetry collector) and VCS repositories (GitHub/GitLab) via high-throughput data pipelines. The difficult part is high-cardinality trace analysis, topological dependency graph reconstruction, and correlating temporal anomaly spikes with source code changes to accurately isolate root cause without hallucinating. This requires deep SRE/DevOps domain knowledge and complex event processing architecture.
Competitors
Other products that read as similar to this one : 220 launches clear the similarity bar, closest 8 shown.
Attention rank: #92 of 221 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 129 days after the earliest competitor.
- Struct: Automate your on-call runbook · yc · 2026-03-09 · 33 upvotes · similarity 0.56
- Structify · ph · 2026-11-09 · 1 upvotes · similarity 0.52
- Shape · ph · 2026-10-10 · 3 upvotes · similarity 0.40
- Harden · ph · 2026-09-09 · 396 upvotes · similarity 0.40
- Sherlocks AI · ph · 2026-10-28 · 1 upvotes · similarity 0.39
- ai-soc-investigation-agent · github · 2026-09-30 · 13 upvotes · similarity 0.39
- AgentGuard · ph · 2026-11-03 · 1 upvotes · similarity 0.39
- Marshal · ph · 2026-10-11 · 1 upvotes · similarity 0.38
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.