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Automate your on-call runbook

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.
Active Founders
Nimesh Chakravarthi
Nimesh Chakravarthi
Founder
Nimesh is a Co-Founder at Struct, building the new way to do oncall. He led the consumer messaging team at LinkedIn, where reduced messaging support volume by >80% by overhauling reliability & observability. He's an EECS Berkeley grad and a real estate agent.
Deepan Mehta
Deepan Mehta
Founder
Deepan is building. Previously he spent 4 years as a Sr. PM at LinkedIn, where he launched an AI-powered revamp of messaging, video posting, and messaging stories while driving 10s of millions in ARR. Before that, he launched LiveRamp's first self-serve distribution UXs and APIs. He graduated from Georgia Tech with a BS in computer science and is a Mexican Pizza enthusiast.
Company Launches
Struct: Automate your on-call runbook
See original launch post

Hi - we’re Deepan and Nimesh, and we’re launching the on-call agent every team deserves. For free.

tl;dr: Struct auto-generates impact summaries, root causes, and pattern analyses for every eng alert by cross-referencing your logs, metrics, traces, and code. Free to use, set up in 5 minutes, fully customizable.

Video: https://www.youtube.com/watch?v=fjXxFzjmhv4

⚠️ The Pain:

If you’ve been on-call, you know the drill.

  • Alert fires
  • Open Datadog (or Grafana, or whatever)
  • Find spikes, note timestamp
  • Hunt for relevant logs
  • Grep through code to root cause
  • Rinse & repeat

Meanwhile, your most senior engineers keep getting looped into every incident, noisy alerts never get tuned, context lives across multiple tools, and customer issues keep slipping through.

❇️ The Fix:

Struct is the fastest way to go from alert → root cause. It plugs into your existing stack and automates the investigation workflow your team already runs manually.

Within minutes of an alert firing, Struct:

  • Pulls relevant metrics, logs, traces, monitors, and code
  • Does a regression analysis and correlates anomalies and spikes
  • Replies with with a root cause, impact summary, and pattern analysis
  • Drafts a full incident report with dynamically generated charts, timelines, and commit histories

Dive deeper in Slack or our app. Or, handoff the full context to your favorite coding agent to ship a fix.

Teams already use Struct to:

  • Ensure their on-call runbook is consistently run on every alert and issue
  • Query across all logs, metrics, traces, and incidents in one place
  • Give every engineer the context to handle on-call without looping in seniors
  • Delay heavy investments in centralized observability
  • Supercharge their fave coding agents with one-click context handoffs

👨🏽‍💼 Who It’s For:

  • Founding engineers scaling from 1 → 10 → 50
  • Lean teams running serious infra without an SRE
  • Orgs investing heavily into AI dev workflows

🙏🏽 Our Ask: Try It Free

Get started in 5 minutes at struct.ai — start for free, no credit card required. See ROI before you commit

Or:

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Struct
Founded:2025
Batch:Fall 2024
Team Size:2
Status:
Active
Location:San Francisco