Build reliable AI applications Prompt quality plays a significant role in how successful a model's responses are for a given task. The Anthropic Console already streamlines AI development with tools to write, evaluate, and optimize prompts more efficiently. Write prompts: Use the Workbench to structure your prompts effectively, incorporate examples, and integrate external tools, in an interactive environment for testing API calls. Automatically generate prompts: Describe what you want to achieve, and Claude will use prompt engineering techniques such as chain-of-thought reasoning to create an effective, precise, and reliable prompt. Evaluate model responses: Evaluate your prompts against real-world scenarios with automatic test case generation and side-by-side output comparison. Easily run test suites, grade response quality, and make data-driven decisions about which prompts to deploy. Improve prompts: Automatically refine prompts using advanced prompt engineering techniques. This is ideal for adapting prompts that were originally written for other AI models, as well as for optimizing hand-written prompts. https://www.anthropic.com/

https://www.tiktok.com/@theaiconsultinglab/video/7472894662848662830 https://console.anthropic.com/dashboard https://platform.openai.com/playground/chat?models=gpt-4o Did you know that both Anthropic and OpenAI have prompt generator tools that can save you probably 90-95% of time writing prompts for LLM's? *Disclaimer* you will need to create an account on their developer platform and fund it with $5, but there is no ongoing fee to access this platform, and the $5 will go a LONG way for creating prompts. Prompt engineering is important, there's no doubt about that, but the model companies are making more progress towards a world where it becomes less important. With every new model that comes out, the reliance on well structured and engineered prompts becomes less important because the models get better at understanding user intents. On top of that, we could start seeing some of these companies implement a type of workflow similar to this prompt generator tool, which translates your requests into well structured prompts automatically. You will still need to be able to diagnose and troubleshoot your prompts if they don't produce the desired result, but using these tools can save you a massive amount of time. For most of my use cases, I will typically use the Anthropic console to write my prompts, and it requires very little editing. Have you tried these tools out yet, if so, what are your impressions of the quality of the prompts they produce? #ai #chatgpt #aiconsulting #llm #deepseek #claude #openai

https://systemprompt.io/ Systemprompt.io is a Rest API built to automate your AI workflow by providing tools for creating, refining, and managing AI prompts. Our platform streamlines automation workflows, integrates sophisticated prompt engineering techniques, and maximizes reusability across AI systems.