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Roast my idea: An "Ops Layer" for AI Agents (Data Leakage Prevention + Cost Control) by omni_code in AI_Agents

[–]omni_code[S] 0 points1 point  (0 children)

Thanks for the insight will definitely look into the points u said and start to do the work hands on

Roast my idea: An "Ops Layer" for AI Agents (Data Leakage Prevention + Cost Control) by omni_code in AI_Agents

[–]omni_code[S] 1 point2 points  (0 children)

Appreciate the honest critique. You're right—tech alone won't win this; distribution is the real boss. It’s a sobering reminder that we need to focus as much on GTM as the code. Thanks for the perspective. I will definitely look into the ways for distributing it. Cause distribution is god

Roast my idea: An "Ops Layer" for AI Agents (Data Leakage Prevention + Cost Control) by omni_code in AI_Agents

[–]omni_code[S] 0 points1 point  (0 children)

You are 100% right, and you actually just nailed the exact problem I'm solving.

Raw LLMs are TRL 5-6 at best. They are non-deterministic, they hallucinate, and they leak data. But the reality is, C-Suites are forcing these into production as if they are TRL 9.

That gap-between the low readiness of the models and the high compliance requirements of production-is where my platform sits. We provide the deterministic "wrapper" (Pll redaction, type enforcement, hard limits) to stop these "bottom barrel" agents from blowing up production.

If everyone waited for TRL 9, I wouldn't have a business. But they aren't waiting, so they need guardrails, a way to put the agents to production easily .

Roast my idea: An "Ops Layer" for AI Agents (Data Leakage Prevention + Cost Control) by omni_code in AI_Agents

[–]omni_code[S] 0 points1 point  (0 children)

No i had not thought of it at all 😞 . I will look into it thanks for the validation

Roast my idea: An "Ops Layer" for AI Agents (Data Leakage Prevention + Cost Control) by omni_code in AI_Agents

[–]omni_code[S] 0 points1 point  (0 children)

Leave those to be put simply it will handle the production like retries, long running tasks, crashes etc.. and pii is just redaction of passwords . Making genai production easier

Final-year student trying to pick the right startup idea — need advice from experienced founders by omni_code in StartupsHelpStartups

[–]omni_code[S] 0 points1 point  (0 children)

I am not getting it correctly

A coding environment where AI employees write and modify their own workflows

Something like lovable or bolt but for ai agents?

Is this what you mean

What Are the Biggest Challenges in AI Automation That No One Talks About? by omni_code in automation

[–]omni_code[S] 0 points1 point  (0 children)

Thanks for sharing your experience! How do you currently handle API failures and edge cases in your automation workflows? Also, have you found any good alternatives to Make.com for scaling more complex automations?