12 blog articles tagged “AWS”.
Nina Cvetkovska, Bojan Jakimovski · July 10, 2026
The main post covers what we found: Grok 4.3 lands in the same 96–97% accuracy band on GSM8K whether you reach it through Amazon Bedrock Mantle or the first-party xAI API, and low reasoning effort captures most of the…
Petar Kalinovski, Bojan Jakimovski · June 15, 2026
The main post covers what we found: GPT-5.5 on Amazon Bedrock matches OpenAI API accuracy and comes out faster on every latency and throughput dimension we measured. This post covers how we ran it. If you want to…
Bojan Jakimovski · May 21, 2026
Hugging Face Bio’s Carbon release is interesting for two reasons at once. First, it is a biology model. Second, it is not an infrastructure outlier. Many genomic models come with custom architectures, specialized…
Crhistian Cardona · April 22, 2026
How to turn scattered guidelines into adaptive workflows that score, explain, and improve content at scale
Mario Petkoski, Bojan Jakimovski, Zafir Stojanovski · March 2, 2026
Productionizing Agentic Use Cases in Weeks, Not Months
Romulo Pagnozzi, Crhistian Cardona · January 20, 2026
A practical benchmark of RAG ingestion and search performance across AWS Lambda and EC2
Dragan Savevski · June 17, 2025
Simple interface for data stored in S3
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.
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.
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.
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.
Crhistian Cardona, Bojan Jakimovski · February 12, 2025
How the open-recipe LLM is transforming GenAI