Blog Posts | Joshua Berkowitz

6 Articles

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The Art of LLM System Design: Navigating Choices for Maximum Impact

In today’s fast-changing AI landscape, picking the right large language model (LLM) is both a challenge and a strategic imperative for business processes. With models continually emerging, each offeri...

AI strategy cost optimization enterprise AI inference LLM model selection open models system design

Dec 21, 2025

0 605

News

Amazon MWAA Serverless: Simplifying Workflow Orchestration for Data Teams

Managing Apache Airflow clusters has historically been complex and resource-intensive. The introduction of Amazon Managed Workflows for Apache Airflow (MWAA) Serverless changes that equation by lettin...

Airflow AWS cloud computing cost optimization data engineering security serverless workflow automation

Nov 18, 2025

0 6666

News

Ubicloud: Building the Open Source Alternative to AWS on Bare Metal

ubicloud Organization ubicloud Open source alternative to AWS. Elastic compute, block storage (non replicated), firewall and load balancer, managed Postgres, K8s, AI inference, and IAM services. 10.1k...

AWS alternative cloud computing cost optimization infrastructure open source PostgreSQL Ruby virtualization

Aug 28, 2025

0 16808

Github Repos

Promptomatix Automates and Democratizes Prompt Engineering for LLMs

As large language models (LLMs) become central to artificial intelligence, the challenge of crafting effective prompts remains a major hurdle. Manual prompt engineering is often slow, resource-intensi...

accessibility AI frameworks automation cost optimization LLMs prompt engineering synthetic data

Jul 25, 2025

0 10604

Papers

Databricks’ Storage-Optimized Endpoints Revolutionize Vector Search at Scale

Most organizations are sitting on vast troves of unstructured data: think documents, images, audio, and videos. While these resources hold tremendous insights, extracting value from them at scale has ...

AI infrastructure cost optimization Databricks enterprise AI scalability semantic search unstructured data vector search

Jun 22, 2025

0 19503

News

Agent Bricks by Databricks: Simplifying Domain-Specific AI for Enterprises

Building powerful AI agents shouldn’t require endless trial and error or overwhelming technical expertise. Today, many businesses want to harness the transformative potential of AI, but they’re often ...

Agent Bricks AI agents automation cost optimization Databricks enterprise AI human feedback Mosaic AI

Jun 15, 2025

0 9867

News

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