Blog Posts | Joshua Berkowitz

134 Articles

automation ×

Microsoft Copilot Studio Unveils Computer Use: Next-Level Automation Without APIs

With Microsoft’s introduction of computer use in Copilot Studio, available in public preview for U.S.-based environments, users can now allow digital agents to seamlessly interact with websites and de...

AI agents automation business processes computer use Copilot Studio Power Automate public preview

Dec 7, 2025

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AI Is Transforming the Hunt for Supernovae in a Noisy Universe

Finding a supernova, one of the cosmos’s most awe-inspiring explosions, has historically been a daunting task. Traditional searches have been likened to hunting for a needle in a cosmic haystack, with...

AI tools astronomy astrophysics automation data analysis machine learning sky surveys supernovae

Dec 7, 2025

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How Automated Prompt Optimization: Efficient Performance at a Fraction of the Cost

Enterprises striving to leverage AI for complex tasks often face a trade-off: high accuracy usually comes at a high cost, especially with leading proprietary models. Recent Databricks research reveals...

AI benchmarking automation cost reduction Databricks enterprise AI large language models open-source AI prompt optimization

Dec 6, 2025

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MLE-STAR: Redefining Automated Machine Learning Engineering with Web Search and Iterative Refinement

Automating machine learning (ML) engineering is a formidable challenge. While industries increasingly rely on ML, creating effective solutions remains complex and labor-intensive. Traditional ML agent...

automation data validation debugging ensemble methods machine learning MLE agents open source web search

Dec 6, 2025

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Unlocking Rapid Image-to-Video Creation: Veo 3 Fast and Gemini API Transform Video Development

Anyone can transform static images into cinematic videos in seconds thanks to Google’s recent enhancements to the Gemini API. The introduction of Veo 3 Fast and advanced image-to-video features empowe...

AI automation content creation developer tools Gemini API image-to-video Veo 3 video generation

Dec 6, 2025

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Democratizing AI: LangSmith Agent Builder Launches No-Code Agent Creation

You can now build powerful AI agents in minutes without writing a single line of code thanks to LangSmith's Agent Builder, now available in public beta. By blending user-friendly design with enterpris...

Agent Builder automation beta release collaboration LangSmith no-code AI productivity workflow

Dec 6, 2025

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How Anthropic’s Claude Platform Redefines Advanced Tool Use for AI Agents

Anthropic's latest update to the Claude Developer Platform marks another turning point for developers aiming to build smarter, more scalable AI-powered systems. As tool libraries expand, traditional m...

AI agents API design automation Claude context optimization developer tools programmatic workflows tool orchestration

Nov 30, 2025

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Workflows Are Transforming the Future of Software Delivery

Organizations are experiencing a seismic shift in how software is delivered. The emergence of agentic AI is pushing businesses to move away from traditional applications and microservices, focusing in...

agentic AI automation AWS business alignment IT strategy software delivery workflows

Nov 28, 2025

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How Anthropic Builds Smarter Long-Running AI Agents Inspired by Human Engineering

AI agents face a unique challenge when tackling complex, multi-session projects: each session starts with a blank slate, lacking the memory of what came before. This "forgetful" nature leads to duplic...

AI agents automation context windows incremental progress project management software engineering testing

Nov 27, 2025

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Bridging the Gap: The Truth About AI Productivity Gains for Developers

AI-powered developer tools have captured the imagination of the tech world, promising to revolutionize the way software is built. While some developers report massive boosts in efficiency, others expe...

AI tools automation code quality developer productivity GitHub Copilot software engineering technical debt workflows

Nov 23, 2025

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Mastering Copilot Code Review: How to Write Effective Instructions Files for Better Automation

Modern development teams increasingly rely on GitHub Copilot code review (CCR) to streamline their workflows, but the secret to unlocking its full potential lies in how you guide it. With robust suppo...

AI tools automation code review developer workflow GitHub Copilot instructions files software best practices

Nov 21, 2025

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Edison Analysis: Transforming Scientific Research with Automated Intelligence

Researchers have long faced arduous, time-intensive data analysis processes that hinder discovery. Edison Analysis changes the game by offering a sophisticated analysistool that streamlines and enhanc...

AI tools automation benchmarking bioinformatics data science Jupyter notebooks scientific analysis

Nov 20, 2025

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