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Notes from the workshop

Engineering, AI and the business of building software, written by the people who do the work.

  • digital twins

    · 7 min read

    Digital Twins at City Scale: How Virtual Cities Are Powering the Future of Urban Living

    Get a hands-on look at how digital twins—high-tech, real-time virtual copies of whole cities—are changing the way we plan, manage, and build urban spaces. Dive into how cities use IoT, AI, and 3D modeling for smarter planning, disaster response, and sustainability. If you're curious about the future of urban life, this is your guide to virtual cities and why they're way more than just a buzzword.

    By Shaheer Asrar

  • API Security

    · 4 min read

    The Dirty Side of Logs: How Attackers Hide in Your API Monitoring Stack

    Attackers exploit gaps in your logging and observability stack to hide API breaches. Learn how poor log hygiene makes attackers invisible, and how tools like Elastic Security and Grafana Loki, when used right, can close these gaps.

    By Shaheer Asrar

  • api latency

    · 2 min read

    Invisible Bottlenecks in API Latency

    A practical dive into why API latency sneaks up on you in microservice architectures, common invisible bottlenecks, and how modern teams can trace, detect, and bust them before users even notice.

    By Shaheer Asrar

  • AI coding

    · 3 min read

    Is Coding with LLMs Cheaper Than a Junior Dev? The Actual Numbers for 2025

    Breaking down what it really costs to use AI like Claude, Cursor, or Copilot compared to a junior dev. Can LLM-powered vibe coding actually save you money, or are you just burning your payroll on tokens? Full breakdown with fresh 2025 global numbers, and mermaid graphs.

    By Abdullah Waqar

  • api security

    · 2 min read

    AI in API Security

    Dig into how AI is changing the game in API security. We’ll unpack common API weaknesses, how smart gateways defend, and why machine learning is now a must—plus a peek at real API fraud detection in action.

    By Shaheer Asrar

  • software development

    · 6 min read

    Technical Debt Isn’t Evil: How to Use It Without Drowning Your Codebase

    Technical debt is not the enemy—randomly ignoring it is. Learn what technical debt actually is, the different types, proven management frameworks, measurement techniques, and why smart teams embrace (not fear) strategic debt.

    By Abdullah Waqar