Top Lightweight LLMs for Local Deployment
In this post, we’ll explore several top open-source lightweight LLMs and how to run them on a local Windows PC—whether CPU-only or with a limited GPU—for document processing tasks.
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Practical notes on identity and access management, AI agents, and building software that lasts.
How to Prepare Your Company for AI Agent Implementation
This article explains what to focus on before deploying an AI agent, which areas of the business need to be well-prepared, and how to avoid common mistakes.
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Deploying LLMs Locally: A Guide to Ollama and LM Studio
Whether you’re building a custom chatbot, agent, an AI-powered code assistant, or using AI to analyse documents offline, local deployment empowers you to experiment and innovate without relying on external services.
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Configuring Password Policies in Keycloak
In this blog, we will first take a look at the built-in Keycloak mechanisms for password policy management. Then, we will explore the possibilities for customizing these mechanisms to better fit specific requirements.
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Optimization of Back-Office Processes with AI Agent Implementation: A Practical Example
In this blog we will explore how an AI-powered agent can support legal, administrative, and human resources departments. Check out our latest case study.
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OpenAI vs. DeepSeek: A Technical Comparison Using Unified APIs
In this post, we conduct a comparative analysis of three popular LLMs—OpenAI’s GPT based models: 4o-mini and o3-mini, and open-source DeepSeek R1—to evaluate their effectiveness in reading and analyzing statistical data from large PDFs.
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Setting Up Passwordless Login with Passkey on a Mobile Device
This blog focuses on configuring Passkeys specifically for mobile devices, ensuring a seamless and secure passwordless experience.
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Trusted devices in Keycloak
The trusted devices mechanism in Keycloak is a way to enhance login convenience without significantly compromising cybersecurity.
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What are AI Agents and how can they help your company
In this article, we will take a closer look at AI Agents, which can provide valuable support, particularly in back-office processes.
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An introduction to Passkey with Keycloak
In this blog post, we’ll show you how to set up Passkeys based on the Keycloak.
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Meet Your Personal AI Agent: A Case Study for a Freight Forwarding Company
AI-driven tools are becoming increasingly prevalent across various industries, streamlining processes from simple graphic design and translations to advanced document, email, and database analysis. In this article, we will present a practical business application of an AI assistant in action. AI Age
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Cybersecurity: More Than Just Antivirus Software
Cybersecurity experts point out that these techniques continue to evolve and adapt to better target potential victims. In 2025, it is worth paying attention to three key areas.
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