AI Tech & Automation Blog

Building specialized AI without sacrificing intelligence: Nova Forge data mixing in action

Mar 3, 2026

10 min

Building specialized AI without sacrificing intelligence: Nova Forge data mixing in action

Large language models (LLMs) perform well on general tasks but struggle with specialized work that requires understanding proprietary data, internal processes,

Designing private network connectivity for RAG-capable gen AI apps

Mar 3, 2026

4 min

Designing private network connectivity for RAG-capable gen AI apps

The flexibility of Google Cloud allows enterprises to build secure and reliable architecture for their AI workloads. In this blog we will look at a reference ar

Optimizing Recommendation Systems with JDK’s Vector API

Mar 3, 2026

10 min

Optimizing Recommendation Systems with JDK’s Vector API

By Harshad San e Ranker is one of the largest and most complex services at Netflix. Among many things, it powers the personalized rows you see on the Netflix ho

stay away from higgsfield ai. total predatory bs with their refunds.

Mar 3, 2026

2 min

stay away from higgsfield ai. total predatory bs with their refunds.

edit/fyi: i originally posted this on their official sub, but they literally locked the thread and deleted my post right after leaving a braindead copy-paste su

Mount Mayhem at Netflix: Scaling Containers on Modern CPUs

Mar 1, 2026

12 min

Mount Mayhem at Netflix: Scaling Containers on Modern CPUs

Authors: Harshad Sane , Andrew Halaney Imagine this — you click play on Netflix on a Friday night and behind the scenes hundreds of containers spring to action

Learnings from COBOL modernization in the real world

Feb 27, 2026

6 min

Learnings from COBOL modernization in the real world

There’s a lot of excitement right now about AI enabling mainframe application modernization. Boards are paying attention. CIOs are getting asked for a plan. AI

PayPal's historically large data migration is the foundation for its gen AI innovation

Feb 27, 2026

7 min

PayPal's historically large data migration is the foundation for its gen AI innovation

With the dawn of the gen AI era, businesses are facing unprecedented opportunities for transformative products, demanding a strategic shift in their technology

A developer's guide to production-ready AI agents

Feb 26, 2026

5 min

A developer's guide to production-ready AI agents

Something has shifted in the developer community over the past year. AI agents have moved from "interesting research concept" to "thing my team is actually buil

CLIP is back on Anima, because CLIP is eternal.

Feb 26, 2026

2 min

CLIP is back on Anima, because CLIP is eternal.

You thought you can get away from it? Never. https://preview.redd.it/ucku0gzegqlg1.png?width=743&format=png&auto=webp&s=2f349550205028c6e18e4b72aa91

Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

Feb 26, 2026

14 min

Efficiently serve dozens of fine-tuned models with vLLM on Amazon SageMaker AI and Amazon Bedrock

Organizations and individuals running multiple custom AI models, especially recent Mixture of Experts (MoE) model families, can face the challenge of paying for

Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

Feb 25, 2026

11 min

Build an intelligent photo search using Amazon Rekognition, Amazon Neptune, and Amazon Bedrock

Managing large photo collections presents significant challenges for organizations and individuals. Traditional approaches rely on manual tagging, basic metadat

MediaFM: The Multimodal AI Foundation for Media Understanding at Netflix

Feb 24, 2026

8 min

MediaFM: The Multimodal AI Foundation for Media Understanding at Netflix

Avneesh Saluja , Santiago Castro , Bowei Yan , Ashish Rastogi Introduction Netflix’s core mission is to connect millions of members around the world with storie

Scaling data annotation using vision-language models to power physical AI systems

Feb 24, 2026

7 min

Scaling data annotation using vision-language models to power physical AI systems

Critical labor shortages are constraining growth across manufacturing, logistics, construction, and agriculture. The problem is particularly acute in constructi

3 Months later - Proof of concept for making comics with Krita AI and other AI tools

Feb 23, 2026

3 min

3 Months later - Proof of concept for making comics with Krita AI and other AI tools

Some folks might remember this post I made a few short months ago where I explored the possibility of making comics with SDXL and Krita AI. I had no clue what I

Amazon SageMaker AI in 2025, a year in review part 1: Flexible Training Plans and improvements to price performance for inference workloads

Feb 21, 2026

13 min

Amazon SageMaker AI in 2025, a year in review part 1: Flexible Training Plans and improvements to price performance for inference workloads

In 2025, Amazon SageMaker AI saw dramatic improvements to core infrastructure offerings along four dimensions: capacity, price performance, observability, and u

Build AI workflows on Amazon EKS with Union.ai and Flyte

Feb 20, 2026

16 min

Build AI workflows on Amazon EKS with Union.ai and Flyte

As artificial intelligence and machine learning (AI/ML) workflows grow in scale and complexity, it becomes harder for practitioners to organize and deploy their

Using Google Cloud AI to measure the physics of U.S. freestyle snowboarding and skiing

Feb 20, 2026

6 min

Using Google Cloud AI to measure the physics of U.S. freestyle snowboarding and skiing

Nearly every snowboard trick carries a number. A 1080 means three full rotations. A 1440 means four. The convention is simple: add up every rotation around ever

Build unified intelligence with Amazon Bedrock AgentCore

Feb 19, 2026

16 min

Build unified intelligence with Amazon Bedrock AgentCore

Building cohesive and unified customer intelligence across your organization starts with reducing the friction your sales representatives face when toggling bet

Powering the next generation of agents with Google Cloud databases

Feb 19, 2026

4 min

Powering the next generation of agents with Google Cloud databases

For developers building AI applications, including custom agents and chatbots, the open-source Model Context Protocol (MCP) standard enables your innovations to

Customize AI agent browsing with proxies, profiles, and extensions in Amazon Bedrock AgentCore Browser

Feb 14, 2026

9 min

Customize AI agent browsing with proxies, profiles, and extensions in Amazon Bedrock AgentCore Browser

AI agents that browse the web need more than basic page navigation. Our customers tell us they need agents that maintain session state across interactions, rout

1 2 3 4 5

Featured Products

-20h

Free QR Code Generator

$100

Production-ready developer kit for building customizable, high-quality QR code generation apps with support for multiple data types, branding options, and real-time previews—all in Next.js 15. Client-side only, no backend required.

-25h

MigrateCMS Tool

$330

Production-ready developer kit for building browser-based CMS migration apps. Converts WordPress, Shopify, Wix, Squarespace, and Webflow exports to SEO-optimized MDX for Next.js—preserving rankings while stripping bloat.

-50h

MixPHD.com

$33000

Developer kit for building browser-based drink recipe discovery and exploration apps with curated cocktails, detailed mix instructions, and serving recommendations. Build clean, fast, extensible discovery tools for mixologists.

Browse All Products

Looking to Accelerate AI Projects?

Let's chat about your vision and projects!

Contact Pantaleone