Articles by Hassan Syed
A curated library of Hassan's original writing on AI delivery, architecture, and building production systems with intelligent tooling.
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Hassan Syed
Enterprise AI architect, founder, and transformation coach sharing practical methods for secure AI adoption, product delivery, and building teams that can work confidently with intelligent tools.
Hassan’s LinkedIn writing is curated here as a practical NeoSpark knowledge library for leaders, architects, and builders.
Why this archive exists
A living playbook for AI delivery
Hassan documents the realities of pairing human architects with agentic tooling: what actually ships, how to keep codebases coherent, and where governance matters. We keep every article intact, plus metadata, so your team can reference, quote, and apply the thinking internally.
The Missing Discipline in AI-Assisted Software Development
AI agents should execute a complete, testable design—not invent the product as they code. A practical six-phase pipeline for faster delivery without compounding chaos.
Agile is Dead. Long Live AI-Driven Waterfall.
I built a production SaaS for a charity as a volunteer in the last 3 days of this long weekend. Here's the methodology that made it possible and why it's still Agile where it counts (yes we still need Agile, it does work
Solving AI Hallucinations with Context-Rich Discovery Tools
Building Deep-Data-Spark: A journey from frustrated AI conversations to grounded, verifiable insights, through fun, experiments, hit & trials
Cursor AI Said 'It's Working' 15 Times Before It Actually Worked - My Gen AI Development Reality Check
After spending several weeks developing and deploying a solution using Cursor IDE and Claude Sonnet 4.5 (and Sonnet 4, Grok 4, GPT 5, Gemini Pro - almost all of them do that), I wanted to share the real lessons learned f
The Reality Check: When Your AI Plans Meet Enterprise Complexity
We don’t think AI is magic. We’ve done the research, built a solid pilot, and planned a realistic rollout.
When AI Builds It, Tests It, Deploys It, and Uses It, like a human — I Just Watch - Part 1
I am currently helping build DeepSkill.AI, a generative AI-powered training platform. But this time, I didn’t just code a few features, write some tests, and move on. Instead, I asked AI to build the system, then asked a
Do AI Coding Assistants Perform Differently With Different Tech Stack?
As we explore Gen AI code generation in pilot projects and new initiatives, I've been thinking about how our technology stack choices might influence AI assistant performance. Based on early observations with tools like
AI Dev with Cline/Cursor - Efficient Context Management Is The Key
I’ve now spent a good amount of time working with Generative AI-powered automated coding and testing, experimenting with multiple tools. For small, focused tasks within a single file or component, both Cline and Cursor p
Essential Eight Compliance Assistant - A Free GPT that Makes Your Solution Architecture Assessment Easy!
I’ve developed an Essential Eight Compliance Assistant, a custom GPT, to simplify cybersecurity compliance and help organisations align with the Australian Cyber Security Centre's Essential Eight Maturity Model. This too
AI Showdown: ChatGPT vs. Grok-3 vs. DeepSeek vs. Claude – Who Makes the Best Charts?
I recently tested ChatGPT, Grok-3, DeepSeek, and Claude on data visualisation by asking them to generate tables and graphs for a same prompt.
Comparing AI-Generated Spaceflight Animations: Grok 3 vs. DeepSeek, ChatGPT, and Claude AI
Introduction
Revolutionising Customer Support with AI & NLP
Picture this: You're a customer support representative, starting your day with a fresh cup of coffee and a sense of determination. But soon, the reality of your job hits you like a ton of bricks.
RAG (Retrieval-Augmented Generation) For Dummies. Demystifying A Key Design Pattern For Developing Enterprise AI Applications
Disclaimer: This book cover doesn't exist (we do need one!)
Chain-of-Thought, Tree-of-Thought, and Graph-of-Thought Prompting for Health Triage at Home - A custom GPT App
When faced with a health issue at home, it’s crucial to decide whether to visit a doctor, consult a pharmacist, or manage the symptoms yourself. So, naturally I thought to leverage AI for this task too. However, consider
Birbal - Your Trusted Advisor GPT - Powered by GPT-4o
(Birbal returns with a mirror.)
Great Minds Lounge: Want to tap into Gates, Musk and Jobs' minds? Check out this GPT App
After spawning Elon Musk in the previous app, in this new ChatGPT 4 App 'Great Minds Lounge' you can meet the great minds' (AI replicas) and ask any thing.
Elon Musk - Be My Guest : How AI Personas Can Improve Productivity in the Workplace
Beyond deepfake images, AI is poised to transform the enterprise landscape, where it can mimic and represent real-world people, teams, organisations, and products.
Delta Lake :The Time Traveller's Data Guide
I often find myself navigating the choppy waters of big data, helping folks keep their data clean, consistent, and orderly. Today, I want to talk about something on Data, Delta Lake, a pattern that my recent project ‘Ass
Beyond the Hype: Real-World Application of ChatGPT-4 with my BYD Seal Assistant
When you have some free time at your hands, you have got some new tech toy (an EV), you are diving deep into some smart development stuff (Generative AI!) what do you do? You create an app! Here it is, my little chatGPT4
FlyView 3.0 is here - Using SharePoint is a lot more easier now
I am glad to announce the release of FlyView for SharePoint 3.0 with SharePoint Modern Look support and advanced site navigation features.
The SharePoint Governance Puzzle
If you have been using or managing SharePoint then you would know how quickly content, customisations and their growth, if not properly governed, can get out of control. Today most organisations deploying SharePoint have