Data Engineering Resources

Building AI Agents Using Docker cagent and GitHub Models

This article discusses the power of quickly building AI agents using the Docker cagent framework, along with integrating GitHub Models to avoid vendor lock-in.

December 18, 2025

by Naga Santhosh Reddy Vootukuri

CORE

· 2,753 Views · 1 Like

We Taught AI to Talk — Now It's Learning to Talk to Itself: A Deep Dive

Human-crafted prompts are becoming obsolete. The future of AI lies in "Intent Engineering," where AI systems generate and optimize their own prompts internally.

December 18, 2025

by Nidhi Sharma

· 2,330 Views · 1 Like

Why Your UEBA Isn't Working (and How to Fix It)

Traditional UEBA can't catch modern threats. Learn how AI-powered behavioral analytics detects sophisticated attacks instantly without months of training.

December 18, 2025

by Alvin Lee

CORE

· 1,119 Views · 1 Like

Infrastructure as Code: How Automation Evolved to Power AI Workloads

Learn about how Infrastructure as Code progressed in 2025 and how it helped automation, particularly for provisioning AI infrastructure.

December 18, 2025

by Vidyasagar (Sarath Chandra) Machupalli FBCS

CORE

· 2,105 Views · 3 Likes

Agentic AI in Cloud-Native Systems: Security and Architecture Patterns

Agentic AI adds autonomy to cloud-native systems, enabling provisioning and remediation. Learn about risks and patterns to secure safe adoption.

December 18, 2025

by Harvendra Singh

· 1,172 Views · 1 Like

Momento Migrates Object Cache as a Service to Ampere® Altra®

Momento provides a serverless caching service that reduces operational complexity and delivers low-latency caching for cloud applications.

December 17, 2025

by Dave Neary

· 1,122 Views · 3 Likes

Why Your AI Transformation is Broken

What digital transformation taught us and how applying those lessons can restore focus and momentum to your AI transformation strategy.

December 17, 2025

by Jason Bloomberg

· 1,294 Views · 3 Likes

CMDB vs. IT Asset Management: Why Confusing Them Can Break Your IT Operations

Why mixing up CMDB and IT Asset Management can quietly cripple IT operations, and how to get them working together with true, frictionless alignment.

December 17, 2025

by Atish Kumar Dash

· 1,601 Views · 1 Like

Engineering Smart Prefetch: Search With Foresight

Smart Prefetching anticipates user queries to prefetch results, reducing perceived latency and improving search responsiveness through adaptive, efficient prediction.

December 17, 2025

by VIVEK KATARYA

· 930 Views · 1 Like

How AI Search Solves the Problem of Working With Unstructured Data

Up to 90% of business data is unstructured. AI search uses NLP and semantic understanding to interpret user intent and find conceptually similar content.

December 17, 2025

by Sergey Laptick

· 1,008 Views · 2 Likes

Model Context Protocol: The Missing Layer in Agentic AI

How the Model Context Protocol is becoming the foundational layer that enables AI agents to interact with tools, systems, and data consistently and at scale.

December 17, 2025

by Atish Kumar Dash

· 1,194 Views · 1 Like

Agentic AI Design Patterns and Principles: Building Autonomous, Collaborative Systems

Explore how Agentic AI design principles and patterns turn static automation into adaptive, goal-driven systems that can reason, learn, and collaborate.

December 17, 2025

by Devdas Gupta

· 2,368 Views · 2 Likes

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

· 1,808 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

· 1,196 Views · 1 Like

Event-Driven Architecture's Dark Secret: Why 80% of Event Streams Are Wasted Resources

Your Kafka topics are bleeding money. Default retention, universal idempotency checks, and unmanaged DLQs waste 80% of event stream resources without anyone noticing.

December 16, 2025

by Dinesh Elumalai

CORE

· 3,286 Views · 8 Likes

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

· 1,564 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

· 1,847 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

· 1,418 Views · 1 Like

How Synthetic Data Generation Accelerates the Software Development Lifecycle in the Enterprise

As enterprises move to data orchestration, synthetic data is emerging to enable digital speed. It transforms privacy from a compliance checkbox into a creative force.

December 16, 2025

by Yash Mehta

· 1,210 Views · 1 Like

Building Cost-Efficient ETL with Apache Spark Structured Streaming

Smart tuning of Spark Structured Streaming — auto-scaling, checkpoint management, and efficient file formats — can cut ETL costs nearly in half while improving latency.

December 16, 2025

by harshraj bhoite

· 1,340 Views · 1 Like

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