@manny07

manny07

@manny07Mumbai, IndiaJoined May 2026

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

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AI Build Notesbeyondaihype.hashnode.dev9 posts

Understanding AntFlow AI: From Software Requirements to Reviewed Code

AI-generated code can look convincing before anyone checks whether it solves the intended problem. A feature may compile, pass a basic test, and still misunderstand a business rule. AntFlow AI approac

20h ago · 4 min readbeyondaihype.hashnode.dev

Building a Real-Time IoT Hydration App for Football Teams: A Flutter Case Study

Connected devices can collect measurements continuously. Turning those measurements into an interface that people can interpret is a separate engineering challenge. A hydration-monitoring project for

1d ago · 4 min readbeyondaihype.hashnode.dev

5 Companies to Evaluate for AI Model Management After Launch

An AI feature can pass its launch checks and still behave differently weeks later. A provider may retire a model, a prompt update may change output quality, or a new integration may introduce a differ

2d ago · 6 min readbeyondaihype.hashnode.dev

Why Video Thumbnail Scrubbing Becomes a Serious Engineering Problem

A video thumbnail selector looks like a small feature. The user drags across a timeline, finds a suitable frame, and saves it. Behind that interaction, the browser may be seeking through video, downlo

1Sep 16 · 5 min readbeyondaihype.hashnode.dev

How Agentic AI Is Reshaping Product Teams: 5 Companies to Watch in 2026

Agentic AI is changing software development in a more fundamental way than simply helping developers write code faster. Generative AI largely responds to instructions and produces an output. Agentic A

Sep 1 · 6 min readbeyondaihype.hashnode.dev

manny07

About

Available for

manny07's blogs

Understanding AntFlow AI: From Software Requirements to Reviewed Code

Building a Real-Time IoT Hydration App for Football Teams: A Flutter Case Study

5 Companies to Evaluate for AI Model Management After Launch

Why Video Thumbnail Scrubbing Becomes a Serious Engineering Problem

How Agentic AI Is Reshaping Product Teams: 5 Companies to Watch in 2026

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manny07

About

Available for

manny07's blogs

Understanding AntFlow AI: From Software Requirements to Reviewed Code

Building a Real-Time IoT Hydration App for Football Teams: A Flutter Case Study

5 Companies to Evaluate for AI Model Management After Launch

Why Video Thumbnail Scrubbing Becomes a Serious Engineering Problem

How Agentic AI Is Reshaping Product Teams: 5 Companies to Watch in 2026