---
title: "manny07 (@manny07) | Hashnode"
description: "Exploring how AI is reshaping software, security, and digital products. Read the latest articles by manny07 on Hashnode."
url: "https://hashnode.com/@manny07"
---

@manny07

# manny07

@manny07 · Mumbai, India · Joined May 2026

Exploring how AI is reshaping software, security, and digital products.

### [Connected AI Workflows: Five Companies to Evaluate Beyond the Chatbot Demo](https://beyondaihype.hashnode.dev/connected-ai-workflows-five-companies-to-evaluate-beyond-the-chatbot-demo?utm_source=hashnode&utm_medium=feed)

Explore connected AI workflows, shared context, and human oversight, with five companies to evaluate for agent orchestration and enterprise integration.

4 min read · [beyondaihype.hashnode.dev](https://beyondaihype.hashnode.dev/connected-ai-workflows-five-companies-to-evaluate-beyond-the-chatbot-demo?utm_source=hashnode&utm_medium=feed)

[Nov 2](https://hashnode.com/posts/connected-ai-workflows-five-companies-to-evaluate-beyond-the-chatbot-demo/6ae83229ac2716765abf8ee8)

### [Understanding AntFlow AI: From Software Requirements to Reviewed Code](https://beyondaihype.hashnode.dev/understanding-antflow-ai-from-software-requirements-to-reviewed-code?utm_source=hashnode&utm_medium=feed)

Explore how AntFlow AI turns software requirements into reviewed code through spec-driven development, builder and verifier agents, and human approvals.

4 min read · [beyondaihype.hashnode.dev](https://beyondaihype.hashnode.dev/understanding-antflow-ai-from-software-requirements-to-reviewed-code?utm_source=hashnode&utm_medium=feed)

[Oct 30](https://hashnode.com/posts/understanding-antflow-ai-from-software-requirements-to-reviewed-code/6ae445a5d6d00e6b7f2bb4d9)

### [Building a Real-Time IoT Hydration App for Football Teams: A Flutter Case Study](https://beyondaihype.hashnode.dev/building-a-real-time-iot-hydration-app-for-football-teams-a-flutter-case-study?utm_source=hashnode&utm_medium=feed)

Explore how GeekyAnts built Curovia’s Flutter IoT hydration app for football teams, with real-time tracking, custom charts, filters, and CSV export.

4 min read · [beyondaihype.hashnode.dev](https://beyondaihype.hashnode.dev/building-a-real-time-iot-hydration-app-for-football-teams-a-flutter-case-study?utm_source=hashnode&utm_medium=feed)

[Oct 29](https://hashnode.com/posts/building-a-real-time-iot-hydration-app-for-football-teams-a-flutter-case-study/6ae2f0b528bbd735a8ef81fa)

### [5 Companies to Evaluate for AI Model Management After Launch](https://beyondaihype.hashnode.dev/5-companies-to-evaluate-for-ai-model-management-after-launch?utm_source=hashnode&utm_medium=feed)

Compare five companies for AI model management after launch, covering security, monitoring, version control, governance, and provider flexibility.

6 min read · [beyondaihype.hashnode.dev](https://beyondaihype.hashnode.dev/5-companies-to-evaluate-for-ai-model-management-after-launch?utm_source=hashnode&utm_medium=feed)

[Oct 28](https://hashnode.com/posts/5-companies-to-evaluate-for-ai-model-management-after-launch/6ae1968dbd4d466977433a3e)

### [Why Video Thumbnail Scrubbing Becomes a Serious Engineering Problem](https://beyondaihype.hashnode.dev/why-video-thumbnail-scrubbing-becomes-a-serious-engineering-problem?utm_source=hashnode&utm_medium=feed)

Learn how production-grade video thumbnail scrubbing works with HLS.js, browser frame extraction, dual caching, seek coalescing, and quality-based encoding.

5 min read · [beyondaihype.hashnode.dev](https://beyondaihype.hashnode.dev/why-video-thumbnail-scrubbing-becomes-a-serious-engineering-problem?utm_source=hashnode&utm_medium=feed)

[1](https://hashnode.com/posts/why-video-thumbnail-scrubbing-becomes-a-serious-engineering-problem/6aaa3aee4541f67e3fd41e89) [Sep 16](https://hashnode.com/posts/why-video-thumbnail-scrubbing-becomes-a-serious-engineering-problem/6aaa3aee4541f67e3fd41e89)