Samrith Shankar

Samrith Shankar

Software developer focusing on scale.
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Samrith ShankarhuntedHyperterse
Hyperterse treats data access as declarative infrastructure, rather than existing data tools that rely on insecure Text-to-SQL or tedious manual APIs. Define queries once, and we auto-generate secure Model Context Protocol (MCP) tools and REST endpoints. Standout features include "Security-by-Abstraction" (agents never see raw SQL), automatic input validation, and real-time generation of LLM-friendly documentation. It bridges the "Data Access Gap" for your Postgres, MySQL, and Redis data.
Hyperterse
HyperterseConnect your data to your agents.
Samrith Shankarstarted a discussion

Stop writing MCP boilerplate for your AI Agents.

The "10-to-1" rule says we spend 10x more time reading code than writing it. Yet, when connecting AI agents to databases, we are seeing developers drowning in manual boilerplate—writing endpoints, validation logic, and maintaining llms.txt files just to expose a simple query. We built Hyperterse to kill that toil. Define: A simple config.terse file. Run: A high-performance server. Result:...

Samrith Shankarstarted a discussion

Hyperterse - The production data interface for AI agents

Hey PH! 👋 I’ve been heads-down building Hyperterse, and I’m excited to finally share it with you. We are currently witnessing a massive shift from passive chatbots to active AI Agents. But for these agents to be useful, they need access to your production data, and right now, providing that access is a nightmare. The "Data Access Gap" is real, and it’s expensive. The Reliability Trap: Relying...

Samrith Shankarleft a comment
Hi Product Hunt! 👋 I’m Samrith, the creator of Hyperterse. We are witnessing a massive shift from passive chatbots to active Agentic AI—a market projected to hit over $50B by 2030. But as many of you know, there is a massive "Data Access Gap" holding us back. To make agents useful, you have to connect them to production data, and right now, that process is broken. The Problem: The "Integration...
Hyperterse
HyperterseConnect your data to your agents.