Blog Posts | Joshua Berkowitz

121 Articles

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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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IBM's Lightweight AI Models Are Transforming Earth Observation from Satellites to Smartphones

Thanks to IBM Research, NASA, and ESA, who have released compact, open-source versions of their Prithvi and TerraMind AI models researchers can access powerful Earth observation AI. These streamlined ...

AI models disaster response Earth observation edge computing environmental monitoring geospatial AI open source satellite technology

Oct 20, 2025

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vLLM TPU’s Unified Backend is Revolutionizing LLM Inference

The latest vLLM TPU release is enabling developers to run open-source LLMs on TPUs with unmatched performance and flexibility. Powered by the tpu-inference backend, this innovation ensures a smooth, h...

attention kernels JAX LLM inference open source PyTorch TPU tpu-inference vLLM

Oct 18, 2025

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Streamlining Scientific Discovery: How ADO Unifies Computational Experimentation

In today’s research landscape, computational experiments are at the heart of scientific progress. Yet, researchers often struggle with a patchwork of specialized tools and inconsistent workflows that ...

collaboration computational experiments data orchestration machine learning open source scientific discovery workflow automation

Oct 16, 2025

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Open Source MetricFlow Is Transforming Trust in Business Metrics for AI and Analytics

Organizations today face increasing pressure to define and trust their business metrics especially as analytics and AI become central to decision-making. dbt Labs' open sourcing of MetricFlow under th...

AI governance business metrics data interoperability dbt Labs MetricFlow open source semantic layer

Oct 16, 2025

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Streamline Your Team’s LLM Prompt Engineering with Google Cloud’s LLM-Evalkit

If you've ever managed large language model (LLM) prompts across different tools and documents, you know how chaotic and inefficient the process can be. Iterating on prompts without a unified system o...

AI workflow LLM machine learning no-code open source prompt engineering Vertex AI

Oct 15, 2025

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Coral NPU: Powering a New Era of Private, Efficient Edge AI

Artificial intelligence is moving from centralized, cloud-based models to smart edge devices that prioritize privacy and energy efficiency. Google’s Coral NPU stands at the forefront, breaking down ba...

developer tools edge AI hardware IoT machine learning open source privacy

Oct 15, 2025

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Microsoft Agent Framework: Empowering the Next Generation of Agentic AI Apps

AI agents have advanced far beyond basic chatbots, they now act as autonomous entities capable of reasoning, API integration, real-time collaboration, and dynamic adaptation. As organizations demand m...

agent orchestration AI agents AutoGen enterprise AI Microsoft multi-agent systems open source Semantic Kernel

Oct 14, 2025

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Transforming the Terminal: Gemini CLI Extensions For Your Developer Workflow

With Gemini CLI extensions, developers are now empowered to integrate AI-driven intelligence and their favorite tools directly into the command line, streamlining everyday workflows and boosting effic...

AI integrations CLI developer tools extensions Gemini CLI open source productivity workflow

Oct 13, 2025

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Streamline Your Data Science Workflow with These Must-Have Command-Line Tools

Data scientists often rely on graphical interfaces, but those who harness command-line tools gain unmatched speed and control in their workflows. These lightweight utilities let you automate repetitiv...

automation command-line data science open source productivity tools unix workflow

Oct 10, 2025

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Transform Your Terminal: How Gemini CLI Extensions Supercharge Developer Workflows

With Google’s new Gemini CLI extensions, you can put intelligent integrations and automation at your fingertips. Gemini CLI empowers developers to tailor their command-line interface with a rich set o...

automation developer tools extensions Gemini CLI Google Cloud open source productivity terminal

Oct 10, 2025

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