Darsh Vaghela

Darsh Vaghela

Hey there! 👏

I’m Darsh Vaghela from India 🇮🇳. I build production agent systems. At Fynd I’m building Optimus, an autonomous commerce layer where AI agents run the day-to-day of an online retail business end to end, and I’m the founder of Trueyy, which detects AI-assisted cheating in live remote interviews. I work on what it takes for AI to operate a real business: tools an agent can use at scale, coordination across specialist agents, human approval on anything irreversible, and tracing that makes agent behaviour debuggable. My roots are full stack, in TypeScript, Node.js, React, Golang and Java.

Autonomous commerce at Fynd (Optimus). A coordinator and domain specialists carry out real operations across catalog, orders, inventory, pricing, logistics and marketing through one unified tool surface of 290+ operations, while a background planning layer works backwards from upcoming events and surfaces only the decisions a merchant should make.

Interview integrity at Trueyy, as founder. Detection of AI-assisted cheating in live remote interviews on Zoom, Google Meet and Microsoft Teams: six weighted signal layers, an integrity score every 30 seconds, and a timestamped timeline that attaches to the ATS scorecard. Consent is enforced in code.

Agent infrastructure. Meta-tool layers that let one agent use hundreds of tools, MCP servers that expose a platform to Claude, ChatGPT, Cursor and custom agents, and runtimes that swap model vendors by configuration.

Safe autonomy. Human approval gates, signed write confirmations, deny-by-default auth and per-tenant scoping at the tool and API layer, plus tracing with Langfuse and OpenTelemetry that shows exactly what an agent did and what it cost.

I build agents that act on real systems and keep a human in charge of the decisions that matter.

You can know more about me here

Blogs

What it takes to let an agent run part of a store

What it takes to let an agent run part of a store

Not a demo. A merchant's real catalogue, real stock and real money. The patterns that hold up in production: bounded tools, approval on anything irreversible, planning ahead of the calendar, and traces you can read after something goes wrong.

Human-in-the-loop

Software Development

When the customer is an AI agent

When the customer is an AI agent

Shoppers are arriving through ChatGPT, Gemini and Copilot, and soon their agents will buy on their behalf. What the protocols now shipping actually do, why in-chat checkout stalled, and what a store needs to be readable to a machine.

Retail is moving from dashboards to delegation

Retail is moving from dashboards to delegation

For twenty years the intelligence layer of a store was a report a person read. It is becoming an agent that acts, with the merchant approving what matters. What changes, what does not, and how to tell where your business sits.

Software Development

Autonomous commerce, explained by the problem it solves

Autonomous commerce, explained by the problem it solves

A merchant does not need a smarter dashboard or a chatbot that explains one. They need the store to run itself between decisions. What autonomous commerce means, why it is different from an AI assistant, and the pain that makes it worth building.

Interview Coder detection: a hiring team's guide

Interview Coder detection: a hiring team's guide

A calm, practical guide to interview coder detection: what the tool is, why screen share misses it, and the coding-round signals that give it away.

Interview integrity

The complete guide to remote interview integrity (2026)

The complete guide to remote interview integrity (2026)

Protect remote interview integrity in the AI era: the threat landscape, a deter-detect-decide framework, fairness, consent, and how to choose tooling.

Interview integrity

How to detect Cluely in interviews

How to detect Cluely in interviews

A calm, practical guide on how to detect Cluely in interviews: what it is, why screen share misses it, the signals it leaves, and a step-by-step checklist.

Interview integrity

The interview is not broken. The honor system is.

The interview is not broken. The honor system is.

Why the answer is not more surveillance, but better signals and a process that respects the people sitting in the call.

Interview integrity

How to spot AI-assisted answers in a live interview

How to spot AI-assisted answers in a live interview

Candidates using Cluely, ChatGPT, or Interview Coder leave a pattern, even when the answers sound great. Here is what to listen for, what to ask, and how to tell a thoughtful pause from a hidden prompt.

Interview integrity

Why remote interview cheating surged after 2023

Why remote interview cheating surged after 2023

AI assistants made it easy and nearly invisible. What changed, which tools are most used, and why old proctoring stopped working.

Interview integrity

SOLID Design Principles in Go: A Comprehensive Guide for Professionals

SOLID Design Principles in Go: A Comprehensive Guide for Professionals

Unlock the power of clean, maintainable, and scalable code in Go by mastering the SOLID design principles. This comprehensive guide breaks down each principle—Single Responsibility, Open/Closed, Liskov Substitution, Interface Segregation, and Dependency Inversion—with practical Go examples tailored for professional developers. Whether you're refining your architecture or building robust systems, this article will elevate your Go programming skills with real-world insights and best practices.

Design Patterns

Software Development

Understanding Docker: A Comprehensive Guide

Understanding Docker: A Comprehensive Guide

Docker has revolutionized the way we develop, ship, and run applications. As an open-source platform, Docker automates the deployment of applications inside lightweight, portable containers. This article delves into what Docker is, how it works, its core concepts, benefits, and how to get started.

Software Development

Concurrency vs Parallelism in Golang

Concurrency vs Parallelism in Golang

Concurrency is a property of systems that allows multiple tasks to be executed at the same time, but not necessarily simultaneously. Parallelism, on the other hand, is the simultaneous execution of multiple tasks.

Computer Science

Projects

Password Generator

Password Generator

A password generator is a tool that automatically creates strong, random passwords, enhancing security and reducing the risk of unauthorized access to accounts.

URL Shortner

A URL shortener is a web tool that condenses long URLs into shorter, more manageable links, making them easier to share and distribute.

Beatzz Music

An online music system provides access to a wide range of songs, albums, and playlists, offering personalized recommendations and the ability to create custom playlists for an enhanced music listening experience across various devices.