Saji John

Saji John

DoCoreAI for AI Prompt Optimization
#34700955 followers40 following
7 points

About

I’m an AI architect passionate about refining AI-human interaction. I created DoCoreAI, an open-source tool that dynamically optimizes AI prompts—helping developers, teams, and businesses unlock better, faster, and more reliable responses. My mission: move beyond trial-and-error prompting and make prompt optimization data-driven instead of intuition-driven.

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Maker History

Forums

Saji John•

4mo ago

DoCoreAI: Open-source LLM Observability - Plug-&-Play AI Observability Layer for any LLM calls

DoCoreAI is the “Observability Layer for LLMs” An open-source platform that helps developers and teams optimize prompts, cut AI costs, and improve reliability, measure ROI — with dashboards that make AI Team performance data-driven
Saji John•

9mo ago

🧠 “Why is your AI still inconsistent?”

That was the question that led me down a rabbit hole.

If you ve worked with LLMs like GPT or Claude, you know the struggle:
Sometimes you want creativity, other times you need precision but choosing the right temperature is guesswork.

So I built something to change that.

DoCoreAI: It dynamically adjusts temperature based on your prompt's intent meaning no more trial-and-error, and no more toggling sliders hoping to get it right.

Nika•

9mo ago

What kind of products are totally overdone?

Maybe it is only me, but I see certain categories of online products that seem to be like "copy-paste" and the market is overcrowded by them. (and they repeats in the PH charts too often as well)

They are especially these:

  • AI writing tools

  • social media apps (I do not think that something breath-taking can be developed there)

  • productivity apps (trackers)

  • fitness apps

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