SURYANSH GUPTA

SURYANSH GUPTA

Founder making product scale to millions
31 points

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.
SURYANSH GUPTAβ€’

2mo ago

Atlas - Transform unstructured data into AI Ready in seconds

Atlas transforms your unstructured documents into perfectly organized, searchable data. Powered by advanced AI, designed for enterprise scale.

Questions & Insights About Using Atlas – Share Your Experience

This thread is for open discussion around Atlas. If you ve tried the app, share your thoughts, feedback, or questions here. Some ideas to get started:

What feature of Atlas do you find the most useful?

Did you face any challenges while uploading or processing files?

What improvements or new features would make Atlas more valuable for you?

SURYANSH GUPTAβ€’

4mo ago

Atlas - Where documents meet intelligence

Atlas turns messy PDFs, invoices, contracts & more into clean, structured, AI-ready data. Extract fields, get JSON or tables, and skip the copy-paste β€” smarter documents, faster decisions, ready for analytics & AI.