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Karthik Gokul

@Mrmhspec9641IndiaJoined September 2026

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Karthik Gokul's blogs

NuroenAInuroenai.hashnode.dev14 posts

Your AI Agent Already Took the Wrong Action. Now You're Checking the Logs?

Why enterprise AI governance needs to happen before execution, not after the damage is done. Imagine an AI agent working inside a financial services organization. Its responsibility is straightforward

4h ago · 7 min readnuroenai.hashnode.dev

You Don't Have a Production-Ready AI Agent. You Have a Very Convincing Demo.

Until the agent can be governed at the moment of action, the most important part of your architecture is still missing. The workflow graph looks beautiful. A trigger fires. A model reasons. Data arriv

13d ago · 4 min readnuroenai.hashnode.dev

Your AI Agent Completed the Task. Can You Prove What Actually Happened?

Why execution replay might be one of the most underrated capabilities in production AI agents. Building an AI agent that completes a task is one thing. Understanding exactly how it completed that task

4d ago · 6 min readnuroenai.hashnode.dev

The Hidden Failure in “Correct” AI Agents: Why You Must Evaluate the Entire Execution Path

An architecture-first guide to measuring agent reliability beyond the final response. A successful final answer is often treated as proof that an AI agent worked. But an enterprise agent is not merely

5d ago · 6 min readnuroenai.hashnode.dev

Why Multi-Step AI Agents Fail: Designing for State, Retries, and Recovery

Why Multi-Step AI Agents Fail: Designing for State, Retries, and Recovery A single agent tool call can be easy to test. A 15-step workflow with external APIs, model decisions, database writes, and app

Oct 15 · 5 min readnuroenai.hashnode.dev

Karthik Gokul

About

Available for

Karthik Gokul's blogs

Your AI Agent Already Took the Wrong Action. Now You're Checking the Logs?

You Don't Have a Production-Ready AI Agent. You Have a Very Convincing Demo.

Your AI Agent Completed the Task. Can You Prove What Actually Happened?

The Hidden Failure in “Correct” AI Agents: Why You Must Evaluate the Entire Execution Path

Why Multi-Step AI Agents Fail: Designing for State, Retries, and Recovery

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Karthik Gokul

About

Available for

Karthik Gokul's blogs

Your AI Agent Already Took the Wrong Action. Now You're Checking the Logs?

You Don't Have a Production-Ready AI Agent. You Have a Very Convincing Demo.

Your AI Agent Completed the Task. Can You Prove What Actually Happened?

The Hidden Failure in “Correct” AI Agents: Why You Must Evaluate the Entire Execution Path

Why Multi-Step AI Agents Fail: Designing for State, Retries, and Recovery