Blog Posts | Joshua Berkowitz

107 Articles

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Chrome DevTools MCP Transforms AI-Assisted Debugging

AI coding assistants are evolving rapidly, but until recently, they lacked the ability to truly "see" how their code performs in a real-time browser environment. This has changed with the introduction...

AI coding automation Chrome DevTools debugging Model Context Protocol open source performance analysis web development

Oct 31, 2025

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Open Source MetricFlow for Trusted AI and Governed Metrics by dbtLabs

AI is rapidly transforming how organizations use data, but consistent, trustworthy insights remain a challenge. The recent open sourcing of MetricFlow by dbt Labs is poised to change that, making gove...

AI data governance dbt interoperability MetricFlow metrics open source semantic layer

Oct 31, 2025

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BoltzGen: Transforming Protein Binder Design with Open-Source Generative AI

Designing protein and peptide binders for any biomolecular target once seemed out of reach, especially for novel or highly complex molecules. Today, BoltzGen is changing that narrative. This innovativ...

binder discovery biotechnology drug discovery generative AI MIT research open source protein design structure prediction

Oct 30, 2025

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NVIDIA’s Open Models: Accelerating AI Innovation Across Industries

Building the next generation of intelligent agents, robots, and biomedical breakthroughs without barriers is getting closer thanks to AI advancements at NVIDIA. They are releasing a comprehensive suit...

AI models biomedical AI enterprise AI Nemotron open source physical AI robotics synthetic data

Oct 30, 2025

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IBM’s AISteer360 Empowers Safe and Customizable LLM Outputs

As large language models (LLMs) become increasingly sophisticated, so does the challenge of ensuring their outputs remain safe, relevant, and trustworthy especially in high-stakes enterprise environme...

AI safety AISteer360 AI steering enterprise AI generative AI large language models model alignment open source

Oct 28, 2025

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OpenEnv: Fueling the Future of Agentic AI with Open, Standardized Environments

AI agents are getting smarter, but their ability to interact with the world safely and effectively hinges on more than just powerful models. They require environments purpose-built for safety , flexib...

agentic systems AI agents environments Hugging Face Meta open source reinforcement learning standardization

Oct 28, 2025

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How Log4Shell Exposed the Critical Gaps in Software Security

The discovery of Log4Shell in late 2021 forced organizations to confront the fragility of modern software. The vulnerability’s rapid spread was a wake-up call, revealing how a single overlooked compon...

cybersecurity incident response Log4j Log4Shell open source risk management software supply chain vulnerability

Oct 28, 2025

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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

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Toucan Dataset: Transforming AI Agents Into Digital Doers

Toucan, a groundbreaking open-source dataset from IBM and the University of Washington is crafted to propel tool-calling capabilities in large language models (LLMs) to new heights. For AI to move bey...

AI agents API integration benchmarking large language models machine learning open source tool-calling Toucan dataset

Oct 25, 2025

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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

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Securing AI-Generated Code: Inside Project CodeGuard's Open-Source Framework

AI-driven coding tools are revolutionizing software development by accelerating code creation and boosting productivity. Yet, this rapid pace introduces significant security risks. Many AI-generated c...

AI coding AI security code vulnerabilities open source Project CodeGuard secure development software security

Oct 23, 2025

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Databricks Slashes Costs for Domain-Specific AI Agent Evaluation

As generative AI agents become more sophisticated, maintaining high-quality evaluation is critical but costs can spiral quickly with traditional approaches. Databricks is changing the game by introduc...

AI agents AI evaluation Databricks enterprise AI MLflow open source token pricing

Oct 22, 2025

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