Saji John

Saji John

DoCoreAI for AI Prompt Optimization
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Saji JohnhuntedDoCoreAI: Open-source LLM Observability
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
DoCoreAI: Open-source LLM Observability
DoCoreAI: Open-source LLM ObservabilityPlug-&-Play AI Observability Layer for any LLM calls
Saji Johnleft a comment
Hi Product Hunt 👋, I’m excited to share DoCoreAI with you today! We built DoCoreAI because developers and teams spend too much time guessing when tuning prompts. Trial-and-error is expensive, inconsistent, and doesn’t scale. DoCoreAI makes prompt engineering data-driven. With telemetry, optimization, and dashboards, you can: - Cut AI costs by up to 40% - Improve reliability & accuracy - Ship AI...
DoCoreAI: Open-source LLM Observability
DoCoreAI: Open-source LLM ObservabilityPlug-&-Play AI Observability Layer for any LLM calls
Saji Johnleft a comment
If you're curious about the research direction, here's our full whitepaper: 👉 Download PDF
DoCoreAI
DoCoreAIOptimize AI Responses with Dynamic Temperature Adjustment
Saji Johnstarted a discussion

🧠 “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...

Saji Johnleft a comment
Great question - and I agree with a lot of your observations. The saturation in AI writing tools, productivity apps, and social media-related products is real. A lot of them feel like surface-level iterations rather than meaningful innovation. It’s easy to build something “new,” but harder to make it necessary. Overrepresented? Totally with you on generic AI writers. We’ve hit a point where the...
Nika
What kind of products are totally overdone?
NikaJoin the discussion
Saji Johnstarted a discussion

🚀 Introducing DoCoreAI – Say Goodbye to AI Prompt Trial & Error!

Hey Product Hunt friends! 👋 I just launched DoCoreAI – an AI optimization engine that dynamically adjusts the temperature of your prompts based on reasoning, creativity, and precision. 🔍 Why this matters: Most developers struggle with trial and error while tuning LLM temperature. DoCoreAI eliminates the guesswork by analyzing intent and intelligently setting the temperature – giving you...

Saji Johnleft a comment
🔥 DoCoreAI is LIVE – 5000+ downloads in just 20 days! 🚀 Developers often struggle to find the right AI temperature for their prompts—too low, and it's generic; too high, and it's chaotic. 💡 DoCoreAI eliminates AI trial & error by dynamically adjusting temperature using intelligence parameters! We’d love your feedback: 💬 How do you currently optimize AI responses? What’s your biggest frustration...
DoCoreAI
DoCoreAIOptimize AI Responses with Dynamic Temperature Adjustment
Saji JohnhuntedDoCoreAI
DoCoreAI is a groundbreaking AI optimization engine that auto-adjusts temperature settings based on user intent. This first-of-its-kind approach helps to fine-tune AI responses in real time without trial and error. Saves time, reduces costs, enhances accuracy
DoCoreAI
DoCoreAIOptimize AI Responses with Dynamic Temperature Adjustment