Knowledge Hub

Insights on IT Transformation

Expert perspectives on POCs, MVPs, automation, and modernizing legacy systems. Updated twice weekly with practical, actionable insights.

Recent Articles

The Real Purpose of Code Red: A Blueprint for the Next Era of AGI Development
Tech Insights9 min

The Real Purpose of Code Red: A Blueprint for the Next Era of AGI Development

Code Red isn’t a crisis. It’s a strategic reset that reveals how AGI companies pivot to protect leadership, deepen ecosystems, and shape the future of AI.

tech-insightsAGI-strategyAI-competition
The Battle for Agentic Dominance: Why Claude Rules the Desktop and Gemini Rules the Cloud
Tech Insights9 min

The Battle for Agentic Dominance: Why Claude Rules the Desktop and Gemini Rules the Cloud

Deep technical analysis of Claude’s desktop-first agent model vs. Gemini’s cloud-native ecosystem automation—and what it means for future AI workflows.

tech-insightsAI-agentscloud-vs-desktop
The Battle for Agentic Dominance: Why Desktop vs. Cloud Is the Next Infrastructure Arms Race
Tech Insights17 min

The Battle for Agentic Dominance: Why Desktop vs. Cloud Is the Next Infrastructure Arms Race

A deep technical breakdown of how agentic systems are reshaping the desktop vs. cloud debate, with practical guidance for IT and transformation leaders.

tech-insightscloud-computinginfrastructure
Teaching AI to Analyze a Legacy MS Access Application and Propose a Modernization Plan
AI Experiments21 min

Teaching AI to Analyze a Legacy MS Access Application and Propose a Modernization Plan

How AI can analyze legacy Access apps, decode embedded logic, and generate actionable modernization plans for cloud-ready architectures.

ai-experimentsapplication-modernizationdatabase-migration
Progressive Web Apps in 2025: The Realistic Path to Replacing Legacy Desktop Apps
Tech Insights16 min

Progressive Web Apps in 2025: The Realistic Path to Replacing Legacy Desktop Apps

How modern PWAs in 2025 rival legacy desktop apps with cross‑platform reach, offline power, and enterprise readiness—plus where they still fall short.

tech-insightsapplication-modernizationPWA
From Chaos to Clarity: Automating Lead Tracking Across LinkedIn and Email
Automation Stories14 min

From Chaos to Clarity: Automating Lead Tracking Across LinkedIn and Email

How one team eliminated lead chaos by automating LinkedIn and email tracking, unifying data, boosting response rates, and accelerating pipeline growth.

automation-storieslead-generationsales-automation
AI Debugging in 2025: We Asked GPT‑5.1 to Fix Our Bugs: Here’s the Truth
AI Experiments25 min

AI Debugging in 2025: We Asked GPT‑5.1 to Fix Our Bugs: Here’s the Truth

Can GPT‑5.1 really debug code? We ran hands-on experiments to test modern AI debugging workflows, agents, and real-world results.

ai-experimentsdebuggingsoftware-engineering
Building a Mini Cybersecurity Analyst With AI: Can GPT Detect Phishing or Suspicious Code?
AI Experiments11 min

Building a Mini Cybersecurity Analyst With AI: Can GPT Detect Phishing or Suspicious Code?

Explore how GPT and LLMs can act as mini cybersecurity analysts, detecting phishing, spotting malicious code, and strengthening incident response workflows.

ai-experimentscybersecurityphishing-detection
The Recruiter’s Secret Weapon: Automated CV Screening and Job Matching
Automation Stories14 min

The Recruiter’s Secret Weapon: Automated CV Screening and Job Matching

How automated CV screening and AI-powered job matching transformed one company’s hiring speed, quality, and recruiter workload.

automation-storiesrecruitment-techAI-in-HR
Tech Insights8 min

Why Cursor.ai is Revolutionizing AI-Powered Development as the IDE of Choice

Discover why Cursor.ai is rapidly becoming the top IDE for AI developers, with insights into its features, benefits, and practical applications.

Cursor.aiIDEAI development
Cursor vs. Traditional IDEs: Is It Time to Switch?
Tools We Use14 min

Cursor vs. Traditional IDEs: Is It Time to Switch?

A practical comparison of Cursor and traditional IDEs, exploring AI-driven coding, real-world use cases, pros, cons, and when to consider switching.

tools-we-useIDEsAI-development
How a Simple Email Parser Cut Admin Work by 70%
Automation Stories10 min

How a Simple Email Parser Cut Admin Work by 70%

A real-world case study showing how one team used an email parser to automate data entry, eliminate backlog, and save 70% of their admin time.

automation-storiesworkflow-automationproductivity