SURYANSH GUPTA

SURYANSH GUPTA

Founder making product scale to millions
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  • Atlas
    AtlasWhere documents meet intelligence
  • πŸŽ‰
    Joined Product HuntJuly 26th, 2025

Forums

How should AI assist during incidents without taking control?

We re building UniDeploy to assist DevOps teams during production incidents using AI, but we re intentionally avoiding fully autonomous actions.

For those managing production systems:

- Where does AI help the most during an incident?

- What actions should always require human approval?

SURYANSH GUPTAβ€’

10d ago

We’re experimenting with AI-assisted DevOps incident recovery β€” would you trust this in production?

We re building Unideploy, a DevOps automation platform that integrates directly with Claude / ChatGPT via MCP no separate UI, no new dashboards.

The idea we re exploring now is AI-assisted incident recovery:

Instead of jumping between CloudWatch, kubectl, CI/CD logs, and Slack during an incident, you ask the AI:

Production API latency is high. What changed and what s the safest way to fix it?

SURYANSH GUPTAβ€’

8d ago

UniDeploy - AI-assisted copilot for incident recovery & DevOps tasks

Instead of black-box agents or yet another UI, Unideploy integrates directly with ChatGPT and Claude via MCP, grounding AI reasoning in real production data. It analyzes incidents, proposes recovery steps, and executes only after human approval β€” with verification and automatic rollback by design. This is AI-assisted DevOps, without losing control.
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