Blog Posts | Joshua Berkowitz

7 Articles

2025 × prompt engineering ×

Unlocking AI Agent Potential: Mastering Context Engineering

As artificial intelligence agents grow more capable, a new discipline called context engineering is redefining how we wield the power of large language models (LLMs). Rather than simply crafting cleve...

agentic search AI agents context engineering context management LLMs long-horizon tasks prompt engineering tool design

Dec 6, 2025

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How Align Evals Is Updating LLM Evaluator Alignment

Ensuring large language model (LLM) applications truly meet user needs is challenging. Automated evaluation tools often miss the mark, producing scores that don't always align with real human judgment...

AI evaluation alignment developer tools evaluation LangChain LLM product update prompt engineering

Dec 6, 2025

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Gemini 3 API: Powering Next-Generation Intelligent Applications

Unlocking Advanced AI Capabilities Developers seeking to push the boundaries of intelligent applications will find Gemini 3 API to be a game changer. With cutting-edge reasoning, automated code genera...

API documentation developer guide Gemini 3 migration multimodal AI prompt engineering reasoning tool integration

Nov 23, 2025

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Anthropic Shows us How to Master Context Engineering to Build Smarter AI Agents

AI agents have become increasingly sophisticated, shifting the focus from simple prompt engineering to the broader, more nuanced discipline of context engineering . The central challenge now lies in m...

agentic design AI agents compaction context engineering LLMs memory management prompt engineering tools

Oct 13, 2025

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How Reliable Are LLM Judges? Lessons from DataRobot's Evaluation Framework

Relying on automated judges powered by Large Language Models (LLMs) to assess AI output may seem efficient, but it comes with hidden risks. LLM judges can be impressively confident even when they're w...

AI benchmarking AI trust LLM evaluation machine learning open-source tools prompt engineering RAG systems

Sep 20, 2025

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Transforming Agent Building: What's New in Copilot Studio

Microsoft Copilot Studio’s June 2025 updates are setting a new benchmark for AI agent development, making it easier than ever to create, manage, and optimize intelligent solutions. Whether you’re a ma...

admin tools AI agents analytics Copilot Studio knowledge management multilingual support Power Platform prompt engineering

Jul 22, 2025

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JSON Schema Support Is Transforming GitHub Models for AI Developers

Building with AI often means wrestling with unpredictable outputs. Now, GitHub Models introduces JSON schema support , giving developers a way to define and enforce output formats right in the prompt ...

AI evaluation AI tooling code automation developer tools GitHub Models JSON schema prompt engineering

Jun 4, 2025

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