Blog Posts | Joshua Berkowitz

155 Articles

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Agent Engineering: The New Discipline Shaping Reliable AI Agents

Today's AI agents present unique challenges that set them apart from conventional deterministic software. While traditional software relies on predictable inputs and outputs, agents must interpret ope...

agent engineering AI agents data science iterative design LLMs product management software development

Dec 11, 2025

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Unlock Vendor Independence in AI with Docker cagent and GitHub Models

The speed of innovation in AI is staggering, but many teams are finding themselves trapped by vendor-specific solutions. With Docker's open-source cagent and the flexibility of GitHub Models , you can...

agent orchestration AI agents cagent Docker GitHub Models MCP multi-agent systems vendor independence

Dec 11, 2025

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VS Code 1.107: Multi-Agent Orchestration and AI Tools Redefine Developer Productivity

The latest Visual Studio Code update brings a transformative approach to coding. By introducing multi-agent orchestration, developers can now delegate, parallelize, and manage tasks across local and c...

AI agents Chat Copilot Developer productivity Enterprise Release notes TypeScript 7 VS Code

Dec 11, 2025

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Docker Joins Agentic AI Foundation: Shaping the Future of Open AI Agent Infrastructure

AI is advancing at breakneck speed, and with it comes a growing need for standardized collaboration. Docker’s decision to join the Agentic AI Foundation as a Gold member is a major milestone in the jo...

Agentic AI Foundation AI agents Developer tools Docker Linux Foundation Open source Protocols

Dec 11, 2025

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dbt’s Structured Context Makes Agentic Data Development Safe and Scalable

AI is transforming how applications are built, but data pipelines often lag behind. Automation hits a barrier due to a lack of structured context . Without this, even the most advanced AI agents face ...

AI agents automation data engineering data pipelines dbt MCP server structured context

Dec 11, 2025

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Agentex: Transforming Enterprise AI Agent Orchestration

Orchestrating AI agents in enterprise settings is not only a technical challenge, it's a pivotal requirement for organizations aiming to automate complex, mission-critical workflows to extract the max...

agent infrastructure AI agents enterprise AI Kubernetes open source Python SDK Scale AI workflow automation

Dec 9, 2025

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The Rise of Agency: The Secret Weapon Transforming AI Success

The artificial intelligence landscape is undergoing a fundamental transformation. While headlines often focus on generative AI's ability to produce text, images, and code, the real differentiator amon...

agency Agentex agentic AI AgentOps AI agents AI governance automation enterprise AI multi-agent systems Scale AI

Dec 9, 2025

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Postman’s Model Context Protocol Support Supercharges AI Agent Development

AI developers now have a powerful new tool in their arsenal: Postman's full integration of the Model Context Protocol (MCP). This advancement makes it easier than ever to design, debug, and deploy sop...

AI agents AI development API integration LLM MCP Postman Product update Tool Builder

Dec 9, 2025

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Agency: The Secret Weapon Transforming AI Success

The AI landscape is rapidly evolving, and the real differentiator among industry leaders is agency . Instead of relying on passive AI systems, organizations are embracing autonomous agents that proact...

agency Agentex agentic operations AI agents AI governance AI strategy automation enterprise AI

Dec 9, 2025

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Foundry IQ: Transforming Enterprise Knowledge for AI Agents

AI agents are rapidly becoming the backbone of digital transformation, but connecting them to the right business knowledge often remains a challenge. Microsoft's Foundry IQ, now available in public pr...

agentic retrieval AI agents Azure AI Search data governance enterprise AI knowledge management Microsoft Foundry retrieval-augmented generation

Dec 7, 2025

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Consulting Is Evolving with Agentic AI and AWS Professional Services

Enterprises are entering an era where consulting services are being powered by agentic AI and are enabling digital transformation at unprecedented speed and scale. AWS Professional Services is positio...

agentic AI AI agents AWS consulting cloud migration digital transformation enterprise AI professional services

Dec 7, 2025

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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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