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Agents that keep prod running

Struct autonomously investigates alerts and incidents using telemetry, code, and databases. It centralizes tribal knowledge for oncall teams by learning the system and generating oncall runbooks. Onboarding takes 5 minutes.
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:3
Status:
Active
Location:San Francisco