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OpenSource For You
March 2026 Issue
Vol. 14 No. 5
Focus
Popular FOSS Tools for LLM Observability, Monitoring and Evaluation
This overview of popular tools for monitoring large language models also sheds light on how LLM-as-a-judge enhances their performance.
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Focus
MLOps for Enterprise Agility: An Overview
MLOps helps enterprises develop, deploy, and manage machine learning systems that are reliable, scalable, and production ready.
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Building Production-Ready Retrieval Systems
This comprehensive and practical guide will help you successfully design, build, and run retrieval-augmented generation (RAG) systems that are viable in production environments. |
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Focus
Understanding Underfitting and Overfitting in Machine Learning
Machine learning models must balance the concepts of underfitting and overfitting.
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Moving Towards New Frontiers with Generative AI
Generative AI is making its mark in diverse fields, but it must be nurtured with care to ensure it’s free of bias and preserves human values. | | |
Focus
The Quiet Revolution: How Small Language Models are Redefining Enterprise AI Strategy
Small language models are proving to be game changers in the AI world. Deploying these models early on can give organisations an edge over the competition.
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The Transformation of Prompts into Source Code
Prompts are no longer simple text. As generative AI evolves, they are turning into engineering assets, and more specifically, code that needs to be designed, tested, versioned, and maintained. | | |
Focus
How to Fine-Tune LLMs for Domain-Specific Adaptation
In this first part of a two-part series, discover why we need to fine-tune large language models, and get introduced to the core concepts and techniques used for their domain-specific adaptation.
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The Relevance of Rubber Duck Debugging in the Age of AI
Discover why rubber duck debugging is a powerful process today. There’s also a step-by-step guide on how to use it in the age of artificial intelligence. | | |
Focus
Why Open Source Large Language Models are Popular
Open source large language models mark a pivotal moment in the evolution of generative AI. By lowering barriers to entry and fostering collaborative innovation, these models are enabling a broader spectrum of organisations to benefit from AI.
| Developers - How To
How a Job Portal Benefited from Microservices Architecture
Microservices architecture has emerged as a preferred pattern for building scalable and maintainable software applications. Here’s how a monolithic job portal application was re-engineered into a microservices-based system. The migration process, key design decisions, the technology stack used, and measurable improvements in performance and flexibility are all laid out for you. | | |
Developers - Insight
The Role that Software Architects Play
Software architects design software projects and ensure these meet their goals. They must balance tech skills with leadership and mentoring abilities.
| Developers - How To
Optimising RAM Usage with Python
Discover how we can make better use of RAM by applying various Python optimisation techniques. | | |
Developers - InSight
Modelling the IPL as a Graph System
Performance analyses of cricketers and teams playing in the Indian Premier League (IPL) can benefit immensely from a graph model. Here’s how…
| Admin - Let's Try
Data Deduplication Done the Right Way
Deduplication helps to save space on Linux-based storage systems. Choose the right platform and check whether it meets your goals. | | |
For U & Me - Overview
Revisiting Popular Programming Languages: The 2026 Edition
As always, this ranking of the Top 10 popular open source programming languages is based on four other rankings. A new entrant this year is Rust.
| For U & Me - InSight
The Path to Cybersecurity in the Quantum Era
The rise of quantum computing will be accompanied by a failure of conventional cryptography. Post-quantum cryptography and advanced threat detection methodologies, among other techniques, are being evolved to counter security threats in the quantum era. | | |
OpenGurus - InSight
Sending IoT Sensor Data to Public or Private Servers
This IoT system shows a simple and effective way to send sensor data using an ESP8266 microchip.
| OpenGurus - InSight
I2C and I3C: How Modern Devices Communicate
I3C and I2C are both two-wire communication protocols that help exchange data between multiple devices. While I3C preserves the simplicity of I2C, it introduces new features suited for today’s sensor-rich devices. | | |
OpenGurus - InSight
I2C and I3C: How Modern Devices Communicate
I3C and I2C are both two-wire communication protocols that help exchange data between multiple devices. While I3C preserves the simplicity of I2C, it introduces new features suited for today’s sensor-rich devices.
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