Agentic AI vs. Small Language Models (SLMs): Concepts, Differences, and Integration

by TrackIt | Jun 26, 2025 | Blogs

With the rise of autonomous systems and lightweight AI models, two terms are increasingly discussed in technical circles: Agentic AI and Small Language Models (SLMs). While both are shaping the next wave of intelligent applications, they serve fundamentally different...

Modernizing Legacy .NET Apps with AWS Transform: A Few Clicks to Cloud-Ready

by TrackIt | Jun 20, 2025 | Blogs

Written by Nathan de Balthasar, Software Engineer at TrackIt Companies continue to rely on monolithic applications built with the .NET Framework. These systems are often deeply embedded in core operations and have remained in place for years or even decades. However,...

Evaluating GenAI Models for English-to-Japanese Subtitle Translation: Mistral vs Karasu vs Gemma

by TrackIt | Jun 19, 2025 | Blogs

Written by Maram Ayari and Leandro Mota, Software & DevOps Engineers at TrackIt As global demand for multilingual content continues to rise, so does the need for fast and accurate subtitle translation. To address this, TrackIt conducted a proof of concept to...

Implementing CAPTCHA and Challenge-Based Protection with AWS WAF and CloudFront

by TrackIt | Jun 13, 2025 | Blogs

Written by Mateus Alexandre, DevOps Engineer at TrackIt Web applications exposed to the internet are consistently targeted by automated threats such as credential stuffing, content scraping, vulnerability scanning, and denial-of-service attempts. Services like...

Heroku to AWS Migration with Terraform, AWS Elastic Beanstalk, and GitHub Actions

by TrackIt | Jun 11, 2025 | Blogs

Written by Maxime Roth Fessler, DevOps & Backend Developer at TrackIt Heroku is widely appreciated for its simplicity, fast deployments, and developer-friendly experience, making it an ideal platform for early-stage applications. It handles much of the operational...