Blog Posts | Joshua Berkowitz

22 Articles

developer productivity ×

Level Up Your Workflow: GitHub's Dynamic Copilot Prompts Transform Documentation into Action

Switching between documentation and your codebase can slow you down, breaking your concentration and adding extra steps to your workflow. GitHub has addressed this common frustration by embedding dyna...

AI assistance code refactoring developer productivity documentation dynamic prompts GitHub Copilot workflow automation

Dec 21, 2025

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AI Gets Personal: GitHub Unveils Copilot Memory for Smarter Coding

GitHub’s Copilot memory, now in public preview for Pro and Pro+ users, introduces a new era of context-aware codingby leveraging repository-specific insights, Copilot aims to transform how developers ...

AI coding tools code review Copilot developer productivity GitHub machine learning Pro features

Dec 20, 2025

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Unlocking Efficiency: Orchestrate AI Agents with Mission Control for GitHub Copilot

Overseeing multiple AI coding agents has never been simpler thanks to GitHub's Mission Control. This unified dashboard enables you to assign, monitor, and manage Copilot agent tasks across various rep...

agent orchestration AI agents code review custom agents developer productivity GitHub Copilot parallel workflows prompt engineering

Dec 12, 2025

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Polly: Your AI Debugging Partner for Smarter Agent Development

Developing AI agents is a game of complexity. With ever-expanding prompts, intricate execution traces, and lengthy multi-turn conversations, traditional debugging quickly becomes overwhelming. LangCha...

agent development AI agents AI tools debugging developer productivity LangChain LangSmith prompt engineering

Dec 12, 2025

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Should You Really Adopt Microservices? Lessons from Industry Leaders

While microservices theoretically offer independent scaling, team autonomy, and agile deployments, they also introduce significant complexity. Breaking a monolith into distributed services means repla...

developer productivity DevOps Docker microservices monolith scalability SOA software architecture

Dec 7, 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 agents.md: Transforming GitHub Copilot with Role-Based Agents

What if GitHub Copilot could be more than a generic assistant? With the new agents.md feature, you can define agents with specialized roles and detailed instructions, unlocking more targeted automatio...

agents.md AI agents best practices code automation developer productivity documentation GitHub Copilot

Nov 20, 2025

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Gemini 3 Pro: Elevating Command-Line Workflows with AI Power

Gemini 3 Pro is now integrated into Gemini CLI bringing advanced AI reasoning to the command line for developers who want to work smarter, not harder. Gemini 3 Pro is available to Google AI Ultra subs...

agentic coding AI CLI tools debugging developer productivity documentation Gemini 3 Pro multimodal input

Nov 19, 2025

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Google Code Wiki: Revolutionizing How Developers Explore Codebases

Leveraging advanced AI, Code Wiki Preview brings concise, Wikipedia-style insights right to developers, fundamentally changing how complex codebases are explored and understood. At the heart of Code W...

AI tools code documentation Code Wiki developer productivity GitHub Google open source software development

Nov 18, 2025

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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

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VS Code Gets a Major AI Code Search Upgrade: GitHub Copilot’s New Embedding Model Explained

Modern development demands quick access to the right code. With GitHub Copilot's upgraded embedding model in Visual Studio Code, developers now enjoy smarter, context-aware code search that pinpoints ...

AI code search developer productivity embeddings GitHub Copilot machine learning software engineering VS Code

Oct 11, 2025

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IBM Unveils Game-Changing AI and Infrastructure Tools for Enterprise Transformation

AI is moving from buzzword to business backbone. IBM’s latest announcements at TechXchange 2025 signal a pivotal shift: enterprises are operationalizing it for real-world impact. These new offerings p...

agentic orchestration AI governance developer productivity enterprise AI hybrid cloud IBM infrastructure automation project Bob

Oct 10, 2025

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