Recently, I had a thought-provoking interview discussion with a company in the warehouse automation and fulfillment orchestration space.

The conversation made me reflect on where enterprise systems are heading.

Why This Shift Matters

For years, enterprise platforms like ERP, WMS, OMS, and warehouse automation systems were designed primarily for transaction …

Why This Topic Matters

Warehouse operations now run in milliseconds, not minutes. A delayed print label, a missed MHE event, or a slow RF response can stop an entire fulfillment lane. That is why edge services (often called edge servers in day-to-day conversations) have become a core part of modern …

Edge Service vs XBound

A common confusion in Manhattan Active WM (MAWM) networking is treating Edge Service and XBound as the same component. They are not the same.

Both are integration gateways, but they solve two different integration directions.

Quick Summary

• Edge Service connects warehouse/facility devices to Manhattan cloud …

My Take on the McKinsey Report

The image above appears to be based on McKinsey’s Skill Change Index, highlighted in Agents, robots, and us: Skill partnerships in the age of AI and referenced again in Skills reset for the AI age.¹²

McKinsey’s broad message is clear …

In the Age of AI, Judgment Beats Syntax

Junior developer roles are shrinking.

Not because companies suddenly dislike junior talent.
Because the definition of entry-level contribution is changing faster than most teams expected.

Work that once took a junior developer weeks or months to learn and deliver can now be …

Various Order planning strategies in Warehouse Management / Supply Chain Management

Why Order planning is important?

Warehouse order planning strategies involve the optimization of the warehouse operations to ensure efficient and effective use of warehouse resources, such as space, labor, and equipment. Here are some common warehouse order planning strategies:

These …

How to exectute a command inside a docker and write the output to a variable

This command bringsup a docker and exectes the command inside the docker and stores the output into client

client =$(docker exec command)

Example : This command bringsup a docker and exectes the command inside the docker …

VAS - Value-Added Services

VAS stands for Value-Added Services. In a warehouse or distribution center, the VAS area is a designated space where additional services are performed on products beyond simple storage and handling. These services can include:

• Kitting and Assembly: The process of assembling individual items into a single package …

Glossary Supply Chain Management

1. Supply chain: The network of businesses, individuals, activities, and resources involved in creating and delivering a product or service to the end customer.

2. Logistics: The process of planning, implementing, and controlling the flow of goods and services from the point of origin to the point of …

Windows Subsystem for Linux (WSL2) Memory Usage - Limiting

According to Windows docs ,

The version of WSL that you are running will impact the configuration settings. WSL 2 runs as a lightweight virtual machine (VM), 
so uses virtualization settings that allow you to control the amount of memory or processors used …