Blog Posts | Joshua Berkowitz

522 Articles

github ×

Modular Architecture and LoRA Supercharge Semantic Routing Efficiency

Semantic routing has historically hit a wall when scaling to new classification tasks. Each new intent or filter often required an additional heavy machine learning model, driving up computational cos...

cloud-native Flash Attention LoRA machine learning modular architecture multilingual models Rust semantic routing

Oct 27, 2025

0 4070

News

Spec Kit: GitHub's Bold Experiment in Spec-Driven Development

In the rapidly evolving landscape of software development, a quiet revolution is taking place. GitHub, the platform synonymous with collaborative coding, has released Spec Kit, a toolkit that fundamen...

AI Coding Assistants Developer Tools GitHub MIT License Open Source Python Software Development Spec-Driven Development Test-Driven Development

Oct 27, 2025

0 37103

Github Repos

From Prompts to Production: Building Reliable AI Workflows with Agentic Primitives

Developers often begin their AI journey by experimenting with prompt-based interactions. While this approach offers quick results, it falls short as projects scale and require consistency. A systemati...

agentic primitives AI workflows automation CI/CD context engineering package management prompt engineering

Oct 27, 2025

0 6292

News

Gemini CLI Unlocks Powerful Interactive Command Support for Developers

Gemini CLI is redefining the developer workflow by introducing hands-on interactive command support. With its latest upgrade, you no longer need to switch between terminals to run tools like vim for c...

CLI developer tools Gemini interactivity productivity pseudo-terminal terminal

Oct 27, 2025

0 7678

News

Google Earth AI: Transforming Geospatial Insight Through Foundation Models and Cross-Modal Reasoning

What if you could instantly identify the communities most at risk from hurricanes or pinpoint where disaster response resources should go? Google Earth AI is attempting to bring this vision to life by...

cross-modal reasoning disaster response environmental forecasting foundation models geospatial AI population dynamics remote sensing

Oct 27, 2025

0 7568

News

MCP Gateway: Production-Ready Infrastructure for Model Context Protocol Servers

If you have been following the rapid evolution of AI applications, you have likely encountered the challenge of connecting language models to external systems. The MCP Gateway repository offers a solu...

AI Infrastructure API Gateway Developer Tools Enterprise Security Go Programming MCP Microservices Model Context Protocol Open Source Production Ready

Oct 27, 2025

0 8151

Github Repos

Sentence Transformers Joins Hugging Face: What This Means for NLP Innovation

The Sentence Transformers library, a staple in natural language processing, is officially joining the Hugging Face ecosystem. This move marks a significant leap for both the tool and the community, as...

community embeddings Hugging Face machine learning NLP open source semantic search Sentence Transformers

Oct 27, 2025

0 20405

News

Docker and E2B Are Shaping the Future of Trusted AI

AI agents are changing the way developers automate workflows and build applications. Their expanding capabilities, however, have amplified concerns around trust and security . As a longstanding leader...

AI security cloud sandboxes developer productivity Docker E2B MCP tool integration trusted AI

Oct 25, 2025

0 13211

News

LangChain: Building the Future of Context-Aware AI Applications

In October 2022, a team of engineers released LangChain , a Python framework designed to solve a fundamental challenge in the emerging world of Large Language Models. The question they tackled: how do...

Agent Framework AI Agents Framework LangChain LangGraph LangSmith LLM Machine Learning Open Source Python RAG

Oct 25, 2025

0 13904

Github Repos

Google’s Jules API Automates Modern Software Workflows

Google’s Jules API is designed to enable developers to automate repetitive tasks and create tailored workflows using advanced integrations. It is one of the first AI software Engineering APIs to be la...

API integration automation developer tools Google Jules API software development workflow automation

Oct 25, 2025

0 2970

News

Docker Model Runner: Smarter CLI and Enhanced Prompting for Local AI

Developers working with local AI models can look forward to a streamlined, more enjoyable command-line experience thanks to the upgraded Docker Model Runner . The latest enhancements to the “docker mo...

AI models CLI tools Developer experience Docker Model Runner Open source Productivity Prompt engineering

Oct 23, 2025

0 5456

News

LangChain and LangGraph 1.0: Powering the Next Generation of AI Agents

AI agent development just got a major upgrade. With the release of LangChain and LangGraph 1.0, developers now have access to more stable, flexible, and high-performance frameworks. These releases are...

agent frameworks AI agents LangChain LangGraph LLM integration middleware open source

Oct 23, 2025

0 48631

News

11
12
13
14
15

Our latest content

Check out what's new !

See all

Ads

Prompt Maker Image Generator

Struggling with the perfect AI image prompt? My free app helps you generate brilliant ideas and instantly creates an image to match. Go from concept to creation in two clicks!

Most Popular Articles

Check out what the hot topics are!

See all

Every shirt tells a story—and every story

#ClothingForACause