Jonathan Pedoeem

Lawyers in the Loop: How Midpage Uses PromptLayer to Evaluate and Fine-Tune Legal AI Models

For two years, Midpage has used PromptLayer to transform how they build legal AI, putting lawyers next to engineers to own prompt quality. Their approach has scaled from manual tracking in Notion to automated evaluation pipelines that catch regressions before they reach users. * 80 production prompts across 10 AI features

How NoRedInk Used PromptLayer Evals to Deliver 1M+ Trustworthy Student Grades

NoRedInk has been on a mission to unlock every writer's potential since 2012. Today, its adaptive writing platform serves 60% of U.S. school districts and millions of students worldwide. But when the team set out to build an AI grading assistant, they faced a challenge many EdTech

Top 5 AI Dev Tools Compared: Features and Best Use Cases

Artificial intelligence continues to transform software development, influencing how code is written, tested, deployed, and maintained. Developers evaluating the top AI dev tools in 2025 and beyond will find a diverse set of solutions designed to streamline workflows, support creativity, and help solve complex problems. This article explores the leading

Top 5 No Code LLM AI Tools for Building LLM Applications

Teams across industries—from marketing to finance—seek new ways to leverage AI, and no code LLM AI platforms eliminate technical roadblocks. These no code solutions empower teams to create LLM-driven applications in minutes, no developer required. They let non-technical users design, test, and launch powerful language-model

OpenAI Agents SDK vs MCP: In-Depth Comparison of Features, Usability, and Best Use Cases

Developers today have access to powerful frameworks that make building, managing, and connecting AI agents more accessible than ever. This article compares OpenAI Agents SDK and Anthropic’s Model Context Protocol (MCP), helping AI teams and developers decide which toolkit best fits their LLM application, agent, or workflow needs. OpenAI

How to Build an MCP Server: A Clear, Step-by-Step Guide for Claude Integration

Setting up a Claude MCP (Model Context Protocol) server is a way to build secure, scalable AI integrations. This guide takes you from initial planning to live troubleshooting, providing actionable best practices and clear definitions along the way. You’ll find every major step explained simply. Let’s get started.

2025 State of AI Engineering Survey: Key Insights from the AI Engineer World Fair

The 2025 State of AI Engineering Survey by Barr Yaron from Amplify Partners offers a comprehensive snapshot of how engineering teams are building, managing, and scaling LLM-powered applications in production. With responses from 500 practitioners, the survey highlights the rapid pace of model and prompt iteration, persistent challenges around

Top AI Tools for ML Engineers

Machine learning continues to evolve rapidly, especially as Large Language Models (LLMs) become more capable and central to production AI systems. For ML engineers and AI teams, these developments create major opportunities while introducing a distinct set of technical challenges. Building, deploying, and maintaining LLM applications requires specialized tooling—from

Production Traffic Is the Key to Prompt Engineering

Let's be honest—you can tinker with prompts in a sandbox all day, but prompt quality plateaus quickly when you're working in isolation. The uncomfortable truth is that only real users surface the edge cases that actually matter. And here's the kicker: the LLM

Lawyers in the Loop: How Midpage Uses PromptLayer to Evaluate and Fine-Tune Legal AI Models

How NoRedInk Used PromptLayer Evals to Deliver 1M+ Trustworthy Student Grades

Top 5 AI Dev Tools Compared: Features and Best Use Cases

Top 5 No Code LLM AI Tools for Building LLM Applications

OpenAI Agents SDK vs MCP: In-Depth Comparison of Features, Usability, and Best Use Cases

How to Build an MCP Server: A Clear, Step-by-Step Guide for Claude Integration

2025 State of AI Engineering Survey: Key Insights from the AI Engineer World Fair

Top AI Tools for ML Engineers

Production Traffic Is the Key to Prompt Engineering

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