Beyond Static Rules: Building Agentic Content Evaluation Systems on Amazon Bedrock
Crhistian Cardona · April 22, 2026
How to turn scattered guidelines into adaptive workflows that score, explain, and improve content at scale
Generative AI
8 blog articles tagged “Generative AI”.
Part 2: Agentic Patterns 101 with Loka & Strands-Agents
Nina Cvetkovska, Petar Kalinovski, Bojan Jakimovski · September 2, 2025
After exploring the foundations of Agentic Patterns in Part 1, where we looked at more structured workflows like Sequential and Parallel workflows, LLM Routing, and Reflection, this time we are going to push further…
Part 1: Agentic Patterns 101 with Loka & Strands-Agents
Nina Cvetkovska, Petar Kalinovski, Bojan Jakimovski · August 27, 2025
These days, Agents are everywhere in daily conversation and it seems everyone wants one. We read or hear about AI Agents, Agentic AI, Agentic Architectures, and Agentic Patterns almost every day. But what do these terms…
Part 4: Benchmarking DeepSeek Cost, Performance and Business Use Cases on AWS
Crhistian Cardona, Bojan Jakimovski · April 10, 2025
A DeepSeek benchmark on AWS that compares cost, performance, and deployment choices for business workloads using open-weight models.
Part 2: Deploying Distiled DeepSeek-R1 Models on Amazon SageMaker AI
Crhistian Cardona, Bojan Jakimovski · February 20, 2025
A deployment walkthrough for serving distilled DeepSeek-R1 models with Amazon SageMaker AI, including the AWS setup for open-weight reasoning models.
Part 3: Deploying DeepSeek-R1 Models on AWS- designed Silicon Instances
Crhistian Cardona, Bojan Jakimovski · February 20, 2025
Engineering notes on deploying DeepSeek-R1 models to AWS-designed silicon instances and serving open-weight reasoning models on AWS.
Part 1: Deploying Distilled DeepSeek-R1 Models on Amazon Bedrock
Crhistian Cardona, Bojan Jakimovski · February 17, 2025
Deploy distilled DeepSeek-R1 open-weight models through Amazon Bedrock, with a hands-on AWS setup from the Loka engineering team.
Dive into DeepSeek
Crhistian Cardona, Bojan Jakimovski · February 12, 2025
How the open-recipe LLM is transforming GenAI