Suraj Barman AI Literacy for SMEs in Southeast Asia What is AI Literacy? AI literacy refers to the knowledge and skills required to understand, evaluate, and responsibly use artificial intelligence technologies. Basic concepts: machine learning, neural...
Suraj Barman Cross-Disciplinary Guide to HTMX, Modern Web Stacks, and AI Empathy What Is HTMX and Why It Matters HTMX is a lightweight JavaScript library that enables hyper‑text driven interactions without writing custom client‑side code. It extends HTML attributes to perform AJAX...
Suraj Barman OWASP Top 10: Understanding and Mitigating the Most Critical Web Application Security Risks What is the OWASP Top 10? The OWASP (Open Web Application Security Project) Top 10 is a globally recognized list of the most critical security risks to web applications. Updated regularly, it provides...
Suraj Barman Statistical Models on Circles and Tori: von Mises, Wrapped Cauchy, and Kato‑Jones Distributions What are Circular and Toroidal Data? Circular data are observations measured on a one‑dimensional periodic domain, typically angles expressed in radians or degrees (e.g., wind direction, time of day)....
Suraj Barman AI, Culture, Power, and Knowledge: An Evergreen Technical Guide What Is the Relationship Between AI, Culture, and Power? Artificial intelligence is no longer a niche technology; it is a pervasive cultural force that reshapes power structures across institutions, e...
Suraj Barman The 3Cs Framework for AI Agent Security What is the 3Cs Framework? The 3Cs framework is a security‑by‑design model for autonomous AI agents. It defines three structural requirements that must be satisfied before an agent can act in producti...
Suraj Barman Modular Skills in AI Development: What, How, and Why What are Modular Skills? Modular skills are self‑contained, reusable code units that encapsulate a single capability or behavior within an AI system. Each module has a well‑defined interface, isolated...
Suraj Barman AI Prompt Engineering, SEO, and GEO/AEO: What, How, and Why What Is AI Prompt Engineering? AI Prompt Engineering is the discipline of crafting inputs (prompts) that guide generative AI models to produce desired, high‑quality outputs. Defines the language, stru...
Suraj Barman Technical Owner in Software Development What is a Technical Owner? A Technical Owner is a senior engineering professional who bridges product strategy and technical execution. They are accountable for the technical vision, architecture, and...
Suraj Barman Why Pure AI Agents Fail in B2B (and How to Build Deterministic Workflows) What Are Pure AI Agents? Pure AI agents are software entities that rely solely on machine‑learning models to interpret inputs, make decisions, and execute actions without explicit procedural rules. Ty...
Suraj Barman The Three Layers Every AI Agent Needs: Tools, Data, and Orchestration What Are the Three Layers? AI agents rely on a structured stack that can be divided into three inter‑dependent layers: Tools Layer: External capabilities (APIs, plugins, hardware) that the agent can i...
Suraj Barman AWS Tools and Best Practices for Principal Database Engineers AWS CLI v2 with AWS Single Sign-On What: AWS CLI v2 is the latest command‑line interface for interacting with AWS services, and Single Sign‑On (SSO) provides centralized authentication. How: Configure...