AI/ML Resources

The Tech Landscape of 2026: What Developers Need to Learn Now

This guide outlines the emerging themes and skills you need to succeed for designing and securing intelligent systems heading into 2026.

November 5, 2025

by Kailash Pati Dutta

· 6,895 Views · 20 Likes

AI-Assisted Software Engineering With OOPS, SOLID Principles, and Documentation

Top-down defines the "what"; bottom-up builds the "how." OOP and SOLID enable flexible, reusable design. AI helps, but only with a clear structure and context.

November 5, 2025

by Narendran Solai Sridharan

· 2,861 Views · 1 Like

Series (4/4): Toward a Shared Language Between Humans and Machines — Humans as Co-Creators: Ethics, Strategy, and the Future of a Shared Language

The focus is on the ethical, cultural, and strategic choices necessary to guide AI as a partner, ensuring we preserve human uniqueness while collaborating.

November 4, 2025

by Frederic Jacquet

CORE

· 1,437 Views · 3 Likes

Agentic AI Using Apache Kafka as Event Broker With the Agent2Agent Protocol (A2A) and MCP

Agentic AI becomes scalable and production-ready when powered by Apache Kafka with MCP and A2A for real-time, decoupled agent communication.

November 4, 2025

by Kai Wähner

CORE

· 2,284 Views · 7 Likes

Top Takeaways From Devoxx Belgium 2025

In October 2025, Devoxx Belgium showcased its 22nd edition, emphasizing Java and AI advancements. Sessions covered were AI workflows, architecture decisions, and more.

November 4, 2025

by Gunter Rotsaert

CORE

· 1,584 Views · 3 Likes

AIOps to Agentic AIOps: Building Trustworthy Symbiotic Workflows With Human-in-the-Loop LLMs

Build secure, human-in-the-loop AIOps workflows using agentic AI for smart alert triage, context summarization, and automated, safe incident resolution.

November 4, 2025

by Pratik Prakash

CORE

· 3,036 Views

Building a Resilient Observability Stack in 2025: Practical Steps to Reduce Tool Sprawl With OpenTelemetry, Unified Platforms, and AI-Ready Monitoring

Learn how to cut observability tool sprawl, adopt OpenTelemetry, and build a vendor-neutral, AI-ready observability stack for reliability at scale in 2025.

November 3, 2025

by Marija Naumovska

CORE

· 2,841 Views · 1 Like

What Is Agent Observability? Key Lessons Learned

A foundational guide to the key concepts of agent observability including best practices, metrics, and common challenges.

November 3, 2025

by Lior Gavish

· 2,474 Views · 3 Likes

Navigating the Cyber Frontier: AI and ML's Role in Shaping Tomorrow's Threat Defense

AI and ML are transforming cybersecurity with adaptive defenses, predictive analysis, and automation, shaping a smarter, more resilient digital future.

November 3, 2025

by Geethamanikanta Jakka

· 1,306 Views · 2 Likes

Human-AI Readiness

AI is reshaping work through human-AI collaboration. Learn how organizations can build readiness, maturity, and thrive in the hybrid intelligence era.

November 3, 2025

by Rick Freedman

· 1,703 Views · 2 Likes

Series (3/4): Toward a Shared Language Between Humans and Machines — Quantum Language and the Limits of Simulation

Can quantum computing encode meaning into qubits? This part analyzes how quantum language processing might offer a radically new path.

October 31, 2025

by Frederic Jacquet

CORE

· 1,833 Views · 1 Like

How Modern Developers Use AI-Assisted Coding to Validate Products Faster

Learn how developers use AI-assisted coding to validate products 55% faster through automated testing, rapid prototyping, and streamlined code reviews.

October 31, 2025

by Henry Ameseder

· 2,151 Views · 3 Likes

An Open-Source ChatGPT App Generator

Create fully functional ChatGPT apps using AI — no coding needed. Build and deploy interactive UI widgets directly inside ChatGPT in just minutes.

October 31, 2025

by Thomas Hansen

CORE

· 1,853 Views · 4 Likes

Keyword vs Semantic Search With AI

Learn in this article how to build keyword-based and semantic search in MariaDB using Python, LangChain, FastAPI, and AI embeddings.

October 30, 2025

by Alejandro Duarte

CORE

· 1,884 Views · 4 Likes

Improving Developer Productivity With End-to-End GenAI Enablement

Build an end-to-end developer enablement hub locally with GenAI, automating everything from requirements to deployment to boost productivity and streamline workflows.

October 30, 2025

by Nabin Debnath

· 2,512 Views · 2 Likes

Building a New Testing Mindset for AI-Powered Web Apps

Learn about AI-powered testing strategies to ensure your intelligent systems are reliable, ethical, and aligned with business goals.

October 30, 2025

by Kailash Pathak

CORE

· 2,105 Views · 2 Likes

From Autocomplete to Co-Creation: How AI Changes Developing/Debugging Workflows in Engineering

AI is not a replacement for engineers but a powerful partner that accelerates coding, debugging, and learning; human judgment still drives the real innovation.

October 29, 2025

by Aishwarya Murali

· 2,447 Views · 1 Like

Emerging Patterns in Large-Scale Event-Driven AI Systems

Build scalable AI event pipelines with Kafka to enable continuous learning systems that perceive, reason, and act in real time.

October 29, 2025

by Devdas Gupta

· 2,779 Views · 4 Likes

End of Static Knowledge Bases? How MCP Enables Live RAG

Learn why static RAG systems fail over time and how the Model Context Protocol (MCP) enables live, hybrid AI architectures that stay accurate and up to date.

October 29, 2025

by Janani Annur Thiruvengadam

CORE

· 2,132 Views · 2 Likes

Series (2/4): Toward a Shared Language Between Humans and Machines — From Multimodality to World Models: Teaching Machines to Experience

Explores technologies attempting to bridge the gap through perception: multimodal systems, digital twins, and research efforts to create World Models.

October 29, 2025

by Frederic Jacquet

CORE

· 2,073 Views · 1 Like

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