Performance Optimization

Close-up of API integration code on a computer screen

What Makes an API Integration Scalable? Key Architectural Decisions

An API integration usually performs efficiently on launch day. Two systems intercommunicate: orders move, data syncs, and everyone signs off. The...

Collabnix Team
Aug 6, 2026 5 min read

Featured image: Run Gemma 4 up to 90% faster with Multi-Token Prediction on Ollama

Run Gemma 4 up to 90% Faster with Multi-Token Prediction: A Step-by-Step Ollama Tutorial

Speed Up Your Local Coding Agent: Running Gemma 4 with Multi-Token Prediction in Ollama Ollama 0.31 introduced a major performance upgrade...

Ajeet Raina
Jul 17, 2026 2 min read

Benchmarking LLMs with Docker Model Runner: A Complete Performance Guide

Benchmarking LLMs: A Comprehensive Performance Guide Introduction In the rapidly evolving landscape of AI development, understanding how your models perform locally...

Collabnix Team
Dec 21, 2025 14 min read

Strategic Financial Management: A Smarter Approach

Strategic financial management is the process that helps an organization make informed decisions about allocating resources. Effective planning facilitates growth and...

Collabnix Team
Dec 9, 2025 2 min read

Use Log Analytics to Gain Application Performance, Security, and Business Insights

In the digital age, data is the new gold. But raw data alone is not enough—what matters is how we interpret...

Srushti Vachhrajani
Jul 11, 2025 2 min read

APM Tools 2025: Choosing the Right Solution

Top APM Tools 2025: Choosing the Best Solution In the era of cloud-native apps, distributed systems, and microservices, application performance monitoring...

Srushti Vachhrajani
May 8, 2025 2 min read

Does Ollama Use Parallelism Internally?

If you’ve been working with Ollama for running large language models, you might have wondered about parallelism and how to get...

Collabnix Team
Mar 29, 2025 3 min read

Does Ollama Need a GPU?

I’ve been getting this question a lot lately: “Do I really need a GPU to run Ollama?” It’s a fair question,...

Tanvir Kour
Mar 15, 2025 3 min read

Web Development with WebAssembly: A New Era of Performance and Portability

Web development has come a long way, but the journey is far from over. We’ve seen the rise of dynamic websites,...

Anant Jain
Dec 20, 2024 5 min read