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Developer tools

Struct

Struct cross-references logs, metrics, traces, and your codebase to accurately root-cause eng alerts and bugs. Integrate your entire stack in minutes, auto-investigate every issue, dive deeper at will, and hand-off context to fix in one click.

sources
2
Evidence entries preserved.
affiliations
1
Y Combinator
competitors
6
Mapped from High Signal graph features.
status
generated
D1 lookup
last updated
2026-07-15
16:41 UTC
source evidence
Why this company exists here

Y Combinator

yc-company-directory #19

Struct cross-references logs, metrics, traces, and your codebase to accurately root-cause eng alerts and bugs. Integrate your entire stack in minutes, auto-investigate every issue, dive deeper at will, and hand-off context to fix in one click.

source

Y Combinator

yc-company-directory #5425

Struct is the platform for multi-lingual AI voice agents for any phone-based task. Our agents are already live doing tens of thousands of calls daily across the globe and in multiple languages.

source
generated read
High Signal interpretation

Struct is classified as Developer tools from source descriptions and fund-directory context. Similar companies below are ranked from offline product facets and meaningful description overlap; category and source affiliation can only strengthen an existing product match. For lookup-created rows, the profile starts as pending enrichment until deeper source collection runs.

offline extraction
Product facets
Struct
mapping method
Similarity graph

Local clusters rerank extracted product concepts and description terms. The generated graph remains the fallback for sparse descriptions: offline reciprocal product-similarity graph: extracted concepts + description terms + bounded category/affiliation boosts. Minimum fallback score: 0; max competitors: 6.

discovery cluster

Companies similar to Struct

Developer tools · 6 peers

A deterministic local cluster built from offline product facets and meaningful description terms. Category and selected-institution affiliation provide bounded tie-breaks. Open any peer to continue exploring its cluster.

Sonarly

match 76

We want software to improve itself. Sonarly connects to your monitoring stack - tools like Sentry, Datadog, and Grafana - and triages every alert to remove noise and duplicates. It then investigates logs, traces, metrics, and code to build a living map of your production system and find root cause. The result is either a ready-to-merge fix PR or a recommendation to update your alerting rules so the noise never comes back.

shared product terms: stack, alert, investigate, logs; same category: Developer tools; shared affiliation: Y Combinator

Raindrop

match 41

Monitor your AI agents the right way. AI engineers use Raindrop to get alerts about silent failures in their AI agents. Raindrop sends you alerts when your AI misbehaves and links straight to the events, so you can dig into the conversations or traces, understand the root cause, and fix it, fast.

shared product terms: alert, trace, root, cause; shared affiliation: Y Combinator

Watchsend

match 38

Watchsend (YC S13) makes actionable software analytics that tells you where problems are and how to fix them by recording an entire app's state to extract behaviors, actionable analytics and visualize ordinary metrics in the context of the application's appearance, all in the familiar form of video.

shared product terms: metric, entire, context, fix; shared product theme: context and memory; shared affiliation: Y Combinator

Crosslayer Labs

match 36

Crosslayer Labs detects impersonation attacks on websites and APIs. We provide "outside-in" monitoring of customer infrastructure, comprehensively discovering and monitoring all Internet dependencies, including DNS, BGP, TLS certs, Javascript. We correlate signals from different layers of the Internet stack to identify attack patterns. Our alerts are actionable and contain root cause analysis/remediation recommendations. Our founding team is world renowned for previously inventing the MPIC stand

shared product terms: root, cause, alert, stack; same category: Developer tools; shared affiliation: Y Combinator

Wild Moose

match 33

Wild Moose automatically kicks off any root-cause investigation to improve MTTR. Our AI triages issues, analyzes impact, and suggests next steps - all before human intervention is needed.

shared product terms: root, cause, issue, off; shared affiliation: Y Combinator

Relvy AI

match 33

Relvy provides AI-powered debugging notebooks that help software engineers investigate and resolve incidents faster. It finds the root cause in over 70% of alerts automatically, and when it doesn’t, engineers can easily guide or correct the investigation - saving valuable time across the team.

shared product terms: root, cause, alert, investigate; shared affiliation: Y Combinator