AI/ML Resources

Post-AGI Architecture: From the Monolithic Myth to the Paradigm of Augmented Collective Intelligence

This article provides a critical analysis of Gartner’s 2025 innovation vectors, separating the conjecture of superintelligence from industrial reality.

December 17, 2025

by Frederic Jacquet

CORE

· 2,155 Views · 1 Like

The Importance of Critical Thinking in Software Testing

Explore the reasons why critical thinking is important in software testing and learn practical tips to strengthen and apply them effectively.

December 17, 2025

by Faisal Khatri

CORE

· 1,350 Views · 1 Like

Understanding Multimodal Applications: When AI Models Work Together

Multimodal AI systems process multiple data types and their relationships simultaneously. Building multimodal capabilities should be a key focus for modern developers.

December 16, 2025

by Janani Annur Thiruvengadam

CORE

· 1,811 Views · 1 Like

Building Your Tech Career Like Code: A Systematic AI Approach

Instead of chasing job postings, treat your career like engineering a system: analyze data, define requirements, build a roadmap, validate, and measure progress.

December 16, 2025

by Kevin Jeter

· 2,024 Views · 1 Like

Parallel Paths and Possibilities to Gen AI for Developers: The Saga of Two Stacks Unfolded via Building a RAG Application in Tandem

GenAI is reshaping apps, with Python leading in ML, and Java catching up via Spring AI. RAG demos bridge the AI gap with hybrid, scalable, and intelligent solutions.

December 16, 2025

by Soham Sengupta

· 1,750 Views · 1 Like

AI Data Storage: Challenges, Capabilities, and Comparative Analysis

Deep dive into the storage challenges in AI scenarios, critical storage capabilities, and comparative analysis of storage products.

December 15, 2025

by Rui Su

· 2,097 Views

Escaping the "Excel Trap": Building an AI-Assisted ETL Pipeline Without a Data Team

Escape Excel silos. Use GitHub Copilot to generate Python pipelines that transform static spreadsheets into dynamic dashboards without manual coding.

December 15, 2025

by Dippu Kumar Singh

· 2,296 Views

From Metrics to Action: Adding AI Recommendations to Your SaaS App

Learn how to add AI recommendations to your SaaS app, turning telemetry data into actionable insights for smarter DevOps decisions.

December 15, 2025

by Vasanthi Jangala Naga

· 1,465 Views

The Agent Trap: Why AI's Autonomous Future Might Be Its Biggest Liability

Amid the hype surrounding agentic AI, smart teams must ask if their current systems are deploying flawlessly and consider incremental autonomy.

December 15, 2025

by Igboanugo David Ugochukwu

CORE

· 1,281 Views

Ambient Agentic Systems – A New Era Begins

Real-time context awareness, intuitive interaction, and seamless IoT integration let ambient agentic systems overcome AI's limitations in scalability and UX.

December 15, 2025

by Manish Mishra

· 996 Views

ITBench, Part 3: IT Compliance Automation with GenAI CISO Assessment Agent

The CISO Assessment Agent converts natural language compliance requirements into executable policies, enabling organizations to scale security operations.

December 12, 2025

by Yuji Watanabe

· 1,102 Views · 1 Like

Synergizing Intelligence and Orchestration: Transforming Cloud Deployments with AI and Kubernetes

Leverage AI’s predictive analytics and automation with Kubernetes autoscaling and self‑healing to transform cloud deployments more efficiently.

December 12, 2025

by Sandeep Batchu

· 1,753 Views · 1 Like

Modern Blueprint for Privacy-First AI/ML Systems

Designing ML systems that protect privacy by design through on-device learning, ID-free experimentation, and federated intelligence.

December 12, 2025

by Arun Thomas

· 721 Views · 1 Like

The Tinker and the Tool: Lessons Learned for Using AI in Daily Development

This article explores the necessary philosophical shift and practical workflow adjustments for developers using AI coding assistants. The biggest lesson is that the value of the human engineer has moved entirely to critical thinking and ultimate ownership.

December 12, 2025

by Ioan Tinca

· 718 Views · 1 Like

Taming Gen AI Video: An Architectural Approach to Addressing Identity Drift and Hallucination

Most Gen AI tools treat video as stateless images. Discover how better architectures, identity conditioning, and state-aware pipelines make AI video production reliable.

December 11, 2025

by Andrei Klubnikin

· 3,046 Views · 1 Like

How GPU Power Is Shaping the Next Wave of Generative AI

The next wave of GenAI will be shaped not by model design, but by how effectively organizations secure and scale GPU compute.

December 11, 2025

by Igor Voronin

· 924 Views · 1 Like

Demystifying Agentic Test Automation for QA Teams

Testing is shifting from brittle scripts to autonomous AI agents that explore your app and find edge cases — QA’s new job is strategy, oversight, and amplification.

December 11, 2025

by John Vester

CORE

· 2,556 Views · 2 Likes

Why Senior Developers Are Actually Less Productive with AI Copilot (And What That Tells Us)

Experienced developers experience productivity drops with AI Copilot because verification overhead exceeds the gains from generation speed. Junior developers gain 35%, seniors lose 12%.

December 11, 2025

by Dinesh Elumalai

CORE

· 3,835 Views · 5 Likes