<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hitl on Nitin Kumar Singh</title><link>https://nitinksingh.com/tags/hitl/</link><description>Recent content in Hitl on Nitin Kumar Singh</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>© 2026 Nitin Kumar Singh. All rights reserved.</copyright><lastBuildDate>Sat, 02 May 2026 00:00:00 +0000</lastBuildDate><atom:link href="https://nitinksingh.com/tags/hitl/index.xml" rel="self" type="application/rss+xml"/><item><title>MAF v1 — Human-in-the-Loop (Python + .NET)</title><link>https://nitinksingh.com/posts/maf-v1-17-human-in-the-loop/</link><pubDate>Sat, 02 May 2026 00:00:00 +0000</pubDate><guid>https://nitinksingh.com/posts/maf-v1-17-human-in-the-loop/</guid><description>Pause a workflow for human input, resume it with the same request_id, and keep the caller-side contract simple across runs.</description></item></channel></rss>