AI Tech & Automation Blog

Use Gemini CLI to deploy cost-effective LLM workloads on GKE

Oct 20, 2025

3 min

Use Gemini CLI to deploy cost-effective LLM workloads on GKE

Deploying LLM workloads can be complex and costly, often involving a lengthy, multi-step process. To solve this, Google Kubernetes Engine (GKE) offers Inference

Abstract or die: Why AI enterprises can't afford rigid vector stacks

Oct 19, 2025

5 min

Abstract or die: Why AI enterprises can't afford rigid vector stacks

Vector databases (DBs), once specialist research instruments, have become widely used infrastructure in just a few years. They power today's semantic search, re

Oct 18, 2025

12 min

Beyond Founder Mode: Mission Mode

Paul Graham’s “Founder Mode” paradigm misses the power of choosing missions that matter. Editor’s Note: In this blog post, Noam Perski reflects on his 15 years

Developers can now add live Google Maps data to Gemini-powered AI app outputs

Oct 18, 2025

4 min

Developers can now add live Google Maps data to Gemini-powered AI app outputs

Google is adding a new feature for third-party developers building atop its Gemini AI models that rivals like OpenAI's ChatGPT, Anthropic's Claude, and the grow

How and Why Netflix Built a Real-Time Distributed Graph: Part 1 — Ingesting and Processing Data…

Oct 18, 2025

8 min

How and Why Netflix Built a Real-Time Distributed Graph: Part 1 — Ingesting and Processing Data…

How and Why Netflix Built a Real-Time Distributed Graph: Part 1 — Ingesting and Processing Data Streams at Internet Scale Authors: Adrian Taruc and James Dalton

How Moloco is powering the future of retail media with AI Vector Search

Oct 18, 2025

8 min

How Moloco is powering the future of retail media with AI Vector Search

The retail media landscape has reached an inflection point. What started as a way for retailers to monetize their digital real estate has become the fastest-gro

How TP ICAP transformed CRM data into real-time insights with Amazon Bedrock

Oct 18, 2025

12 min

How TP ICAP transformed CRM data into real-time insights with Amazon Bedrock

This post is co-written with Ross Ashworth at TP ICAP. The ability to quickly extract insights from customer relationship management systems (CRMs) and vast amo

Announcing prompt management in the Vertex AI SDK

Oct 17, 2025

3 min

Announcing prompt management in the Vertex AI SDK

As generative AI applications grow in sophistication, development workflows become more fragmented. Although AI can be a force multiplier, teams may design prom

How Anthropic’s ‘Skills’ make Claude faster, cheaper, and more consistent for business workflows

Oct 17, 2025

9 min

How Anthropic’s ‘Skills’ make Claude faster, cheaper, and more consistent for business workflows

Anthropic launched a new capability on Thursday that allows its Claude AI assistant to tap into specialized expertise on demand, marking the company's latest ef

Iterative fine-tuning on Amazon Bedrock for strategic model improvement

Oct 17, 2025

6 min

Iterative fine-tuning on Amazon Bedrock for strategic model improvement

Organizations often face challenges when implementing single-shot fine-tuning approaches for their generative AI models. The single-shot fine-tuning method invo

Anthropic is giving away its powerful Claude Haiku 4.5 AI for free to take on OpenAI

Oct 16, 2025

10 min

Anthropic is giving away its powerful Claude Haiku 4.5 AI for free to take on OpenAI

Anthropic released Claude Haiku 4.5 on Wednesday, a smaller and significantly cheaper artificial intelligence model that matches the coding capabilities of syst

The ultimate prompting guide for Veo 3.1

Oct 16, 2025

8 min

The ultimate prompting guide for Veo 3.1

If a picture is worth a thousand words, a video is worth a million. For creators, generative video holds the promise of bringing any story or concept to life. H

Transforming enterprise operations: Four high-impact use cases with Amazon Nova

Oct 16, 2025

10 min

Transforming enterprise operations: Four high-impact use cases with Amazon Nova

Since the launch of Amazon Nova at AWS re:Invent 2024, we have seen adoption trends across industries, with notable gains in operational efficiency, compliance,

Build a device management agent with Amazon Bedrock AgentCore

Oct 15, 2025

6 min

Build a device management agent with Amazon Bedrock AgentCore

The proliferation of Internet of Things (IoT) devices has transformed how we interact with our environments, from homes to industrial settings. However, as the

EAGLET boosts AI agent performance on longer-horizon tasks by generating custom plans

Oct 15, 2025

7 min

EAGLET boosts AI agent performance on longer-horizon tasks by generating custom plans

2025 was supposed to be the year of "AI agents," according to Nvidia CEO Jensen Huang, and other AI industry personnel. And it has been, in many ways, with nume

How AI can scale customer experience — online and IRL

Oct 15, 2025

5 min

How AI can scale customer experience — online and IRL

Customer service teams at fast-growing companies face a challenging reality: customer inquiries are growing exponentially, but scaling human teams at the same p

The New SEO: Why Every Website Needs an llms.txt File for GEO / AI Agents

Oct 15, 2025

3 min

The New SEO: Why Every Website Needs an llms.txt File for GEO / AI Agents

The internet has a new audience: AI Agents. Learn why adding an llms.txt file is the highest-ROI move for your site's discoverability and how to build one in minutes.

Matt Pantaleone

Agile AI architectures: A fungible data center for the intelligent era

Oct 14, 2025

7 min

Agile AI architectures: A fungible data center for the intelligent era

It’s not hyperbole to say that AI is transforming all aspects of our lives: human health, software engineering, education, productivity, creativity, entertainme

Self-improving language models are becoming reality with MIT's updated SEAL technique

Oct 14, 2025

8 min

Self-improving language models are becoming reality with MIT's updated SEAL technique

Researchers at the Massachusetts Institute of Technology (MIT) are gaining renewed attention for developing and open sourcing a technique that allows large lang

Transforming the physical world with AI: the next frontier in intelligent automation

Oct 14, 2025

7 min

Transforming the physical world with AI: the next frontier in intelligent automation

The convergence of artificial intelligence with physical systems marks a pivotal moment in technological evolution. Physical AI, where algorithms transcend digi

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