The Latest and Popular SDLC Topics

Telemetry-Driven AI Architecture: Closing the Loop from UX to Models

Most Android AI features fail after launch because they don’t learn from real users — this architecture logs predictions and user outcomes.

January 8, 2026

by Mohan Sankaran

· 2,770 Views · 5 Likes

Building a Containerized Quarkus API and a CI/CD Pipeline on AWS EKS/Fargate with CDK

This project demonstrates a production-ready approach to deploying a containerized Quarkus API on AWS EKS/Fargate, leveraging Infrastructure as Code through the AWS CDK.

January 8, 2026

by Nicolas Duminil

CORE

· 2,288 Views · 1 Like

Automated Deployment Using a CI/CD Pipeline (Mule 4 | CloudHub 2.0)

This tutorial demonstrates automated deployment using a CI/CD pipeline with Mule 4. It shows how code pushed to a Git repository triggers deployment automatically.

January 7, 2026

by ARINDAM GOSWAMI

· 2,521 Views · 1 Like

The Hidden Security Risks in ETL/ELT Pipelines for LLM-Enabled Organizations

As LLMs enter data pipelines, ETL/ELT becomes part of the AI security boundary, where untrusted inputs can introduce upstream risks.

January 7, 2026

by Vivek Venkatesan

· 3,322 Views · 2 Likes

Why Small Language Models Are Transforming AI Adoption for Everyone

Small language models (SLMs) enable faster, efficient, and on-device AI, reducing costs while making advanced AI accessible to more users and businesses.

January 7, 2026

by Sanjaykumar Ghinaiya

· 2,196 Views · 1 Like

Solving the Cold Start Problem in Edge AI: A Guide to Data-Saving Learning

Update edge AI models efficiently using Mix Up and contribution sampling to overcome domain shift with minimal data, ensuring continuous evolution without forgetting.

January 6, 2026

by Dippu Kumar Singh

· 3,545 Views

BYOLM with Spring AI & MCP: Secure, Swappable AI Everywhere

Spring AI and MCP empower BYOLM by enabling swappable language models with privacy, control, and extensibility. Learn more about this approach below.

January 6, 2026

by Soham Sengupta

· 1,508 Views

A Practical Guide to Semantic Caching With Redis LangCache

Learn how to use Redis LangCache to semantically cache LLM prompts and responses, reducing inference costs and improving performance.

January 6, 2026

by Subhashini Raman

· 2,732 Views · 2 Likes

Effectively Managing AI Agents for Testing

Agentic AI can transform testing—but only if it’s controlled. Start small, add guardrails, integrate tools, and scale autonomy once reliability and cost are proven.

January 6, 2026

by John Vester

CORE

· 4,356 Views · 1 Like

Unlocking Hidden Value in Dirty Data: A Practical NLP Pattern for Legacy Records

Legacy systems are full of free-text fields where valuable business data goes to die. NLP pipelines turn messy maintenance logs into structured, actionable insights.

January 5, 2026

by Dippu Kumar Singh

· 1,276 Views · 5 Likes

Securing Verifiable Credentials With DPoP: A Spring Boot Implementation

DPoP binds access tokens to a client's key so even if intercepted, they can't be misused. It's mandatory for EUDI/HAIP 1.0 and supported since Spring Boot 3.5.

January 5, 2026

by Kyriakos Mandalas

CORE

· 3,791 Views · 4 Likes

Beyond Fuzzy Matching: Engineering a Multi-Signal ML Pipeline for CRM Deduplication

This article explores using blocking, fuzzy matching, geo proximity, and a Random Forest classifier to streamline records.

January 5, 2026

by Punitha Ponnuraj

· 773 Views · 1 Like

Raw Agent Systems Explained: From Single Agents to Multi-Agent Networks

This study examines raw agent systems, from single-agent frameworks to multi-agent networks, and discusses LangGraph implementations and their significant challenges.

January 5, 2026

by Karthik Jeyapal

· 960 Views · 1 Like

How to Perform Response Verification in REST-Assured Java for API Testing

Explore the various methods for extracting and verifying the API response body using the Rest-Assured framework in Java for API Testing.

January 5, 2026

by Faisal Khatri

CORE

· 2,896 Views · 1 Like

Best Date Conversion Approaches in Java 8+

Java 8’s java.time API finally fixed the long-standing problems of Date and Calendar, but real applications still require constant conversion between time zones.

January 5, 2026

by Muhammed Harris Kodavath

· 2,880 Views · 2 Likes

Fine-Tune SLMs for Free: From Google Colab to Ollama in 7 Steps

Want your own custom SLM, but don't have a GPU box humming under your desk? Learn from this article why you actually don’t need one.

January 5, 2026

by Sai Teja Erukude

· 3,117 Views

AutoML vs. LLMs: A Developer’s Guide to Efficient ML Pipeline Generation

While large language models (LLMs) dominate the AI conversation, AutoML remains the king for structured data. Here’s how to choose the right tool for your infrastructure.

January 2, 2026

by Dippu Kumar Singh

· 1,750 Views · 1 Like

Cloud to Local Copilots: A Hybrid Path to Privacy and Control

Cloud copilots deliver premium experience, while local copilots ensure privacy and control. Hybrid approach may be the future.

January 2, 2026

by Bhala Ranganathan

CORE

· 2,891 Views · 1 Like

Is TOON a Boon for AI Communication, LLM Token Cost Economics?

Token costs are bottlenecking AI systems. Learn how TOON, a token-oriented format, cuts LLM costs and boosts efficiency at scale for high-volume pipelines.

January 2, 2026

by Ram Ghadiyaram

CORE

· 1,423 Views · 2 Likes

LLMs in Data Engineering: How Generative AI is Changing ETL and Analytics

LLMs reshape data engineering by automating ETL tasks, enabling natural language analytics, and empowering faster, smarter decision-making without replacing engineers.

January 1, 2026

by harshraj bhoite

· 2,638 Views · 1 Like

The Latest Popular Topics