Blog Posts | Joshua Berkowitz

12 Articles

github × LLMs ×

How LangExtract Is Revolutionizing Information Extraction from Unstructured Text

Extracting structured information from sprawling text documents is a major hurdle for developers and businesses. LangExtract , Google’s open-source Python library built on Gemini models, offers an adv...

data visualization Gemini models healthcare AI information extraction LangExtract LLMs Python libraries unstructured data

Nov 23, 2025

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Google's Generative UI Is Redefining Digital Experiences for Every User Prompt

Unlike static web pages and canned responses, generative UI harnesses the power of AI, specifically Google’s Gemini 3 Pro model to interpret requests and generate unique web pages, applications, tools...

AI interfaces dynamic content Generative UI Google Gemini interactive design LLMs user experience visualization

Nov 20, 2025

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Generative UI Is Transforming the Way We Interact with AI

What if every time you typed a prompt, you received not just an answer, but a personalized, interactive interface built just for you? Google’s breakthrough in Checmakes this possible by allowing AI to...

AI interfaces Gemini app Generative UI Google Search Human-computer interaction Interactive design LLMs User experience

Nov 19, 2025

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AI-Powered Malware: How PROMPTFLUX Is Powering New Cyber Threats

Google's Threat Intelligence Group recently exposed PROMPTFLUX , a groundbreaking Visual Basic Script (VBScript) malware that uses Gemini AI to regenerate its code dynamically. This capability marks a...

AI malware cybersecurity Google Gemini LLMs malware trends nation-state attacks PROMPTFLUX threat intelligence

Nov 12, 2025

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Affordable AI Coding: How Developers Can Harness Powerful Tools for Less

AI coding assistants have become increasingly accessible, offering developers robust features without a hefty price tag. With a growing range of open-weight models and competitive plans, it’s easier t...

AI coding code generation developer tools free software LLMs open-weight models programming subscriptions

Oct 30, 2025

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Docker Is Accelerating the Agentic App Revolution

Agentic applications are rapidly redefining software development by leveraging large language models (LLMs) to automate complex workflows and achieve dynamic user goals. At the recent WeAreDevelopers ...

agentic apps AI development cloud deployment developer tools docker docker compose GPU computing LLMs

Aug 25, 2025

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GitHub Models Removes the Biggest Barrier to AI in Open Source

Open source projects often struggle to adopt AI-powered features due to the friction of requiring users to bring their own paid API keys or self-host large language models. These hurdles deter both ho...

AI inference API integration automation CI/CD developer tools GitHub Models LLMs open source

Jul 27, 2025

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T5Gemma: Google’s Next Leap in Encoder-Decoder Language Models

Large language models (LLMs) are transforming rapidly, and Google’s T5Gemma brings a refreshing shift by reviving the versatile encoder-decoder architecture. While decoder-only models have garnered mu...

AI research benchmarking encoder-decoder Gemma LLMs model adaptation open source models

Jul 9, 2025

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IBM and Tavily Are Transforming Data Enrichment for Enterprises

Thanks to a groundbreaking partnership between IBM and Tavily, spreadsheets could be refreshed automatically with the latest, most relevant information removing tedious manual searches or outdated dat...

AI integration automation data enrichment enterprise AI IBM partnership LLMs open source web search APIs

Jun 30, 2025

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Figma’s Dev Mode MCP Server Is Transforming Design-to-Code Integration

Developers and AI coding tools are now working with live design context, pulled directly from Figma, to create cleaner and more consistent code. This is the reality with Figma’s new Dev Mode MCP serve...

AI tools Code Connect design-to-code Dev Mode Figma LLMs MCP server

Jun 7, 2025

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Supabase MCP Server Connects AI Tools Directly to Your Database

The new Supabase MCP Server allows you to rapidly build applications by letting your AI tools interact directly with your Supabase projects, acting as a bridge between large language models (LLMs) and...

AI tools database automation developer workflow Edge Functions LLMs MCP Supabase

May 28, 2025

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AWS Strands Agents Simplifies AI Agent Development for Everyone

Building advanced AI agents no longer requires months of effort or a team of specialists. With Strands Agents, AWS's open source SDK, developers of all skill levels can create, deploy, and scale AI-po...

AI agents AWS developer tools LLMs machine learning open source SDK

May 25, 2025

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