#promptengineering Development Tutorials & Tips | Roast Dev

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Understanding Prompt Engineering and Its Different Types

Types of Prompt Alpaca prompt INST Format ChatML Few Shot Zero-Shot Chain-of-Thought (CoT) Self-Consistency Prompting Instruction Prompting Direct Answer Prompting Persona-based Prompting t...

13.04.2025 0 Read More

How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

Tools like LLMLingua (by Microsoft) use language models to compress prompts by learning which parts can be dropped while preserving meaning. It’s powerful — but also relies on another LLM to optim...

15.04.2025 0 Read More

Same Prompt. Same Model. Different Output. Every Time.

AI is changing how we build software.But as builders, we’re quietly ignoring a major flaw: We don’t test our prompts. We just deploy them… and hope. The Moment It Broke I was working o...

15.04.2025 0 Read More

Compare All LLMs in one Playground: Introducing Agenta's AI Model Hub

This article is part of Agenta Launch Week (April 14-18, 2025), where we're announcing new features daily. What is Agenta? Agenta is an open-source platform built for AI engineers and teams ...

15.04.2025 0 Read More

Create a Custom Playground to your LLM application

This article is part of Agenta Launch Week (April 14-18, 2025), where we're announcing new features daily. What is Agenta? Agenta is an open-source platform built for AI engineers and teams ...

16.04.2025 0 Read More

Supercharging Productivity with Cursor AI: A React Developer's Guide to MCP Servers and JSON Prompts

Supercharging Productivity with Cursor AI: A React Developer's Guide to MCP Servers and JSON Prompts From Weekend Hacks to AI-Driven Coding As a senior React/React Native and Node.js...

17.04.2025 0 Read More

How LLMs 'Know' Stuff

One of the more quietly frustrating things about using large language models is realizing they don't actually know what you're talking about.They sound like they do. They generate confident, fluent te...

18.04.2025 0 Read More

📘 Prompt Engineering: Mastering the Art of Talking to AI

🧭 Topics Covered: 🗑️ GIGO: Garbage In, Garbage Out ✍️ What is Prompt Engineering? 🧠 How Prompts Influence LLM Output 🧰 Types & Styles of Prompts 🧪 Prompting Tech...

18.04.2025 0 Read More

RAG, Fine-Tuning, or Just Asking Nicely? How to Actually Train Your AI

Ever asked your AI a simple question and gotten a response that’s hopelessly outdated or just plain wrong? Or maybe your chatbot thinks your company’s latest product is a random Reddit thread. Ann...

19.04.2025 0 Read More

🚨 The AI you're using today could be your biggest threat tomorrow

The hidden face of artificial intelligence that no one dares to mentionAI isn't just transforming entire industries - it's creating a new invisible battlefield. While we celebrate the "AI revolution" ...

20.04.2025 0 Read More

Understanding Prompt Engineering and Its Different Types

How I Built a Prompt Compressor That Reduces LLM Token Costs Without Losing Meaning

Same Prompt. Same Model. Different Output. Every Time.

Compare All LLMs in one Playground: Introducing Agenta's AI Model Hub

Create a Custom Playground to your LLM application

Supercharging Productivity with Cursor AI: A React Developer's Guide to MCP Servers and JSON Prompts

How LLMs 'Know' Stuff

📘 Prompt Engineering: Mastering the Art of Talking to AI

RAG, Fine-Tuning, or Just Asking Nicely? How to Actually Train Your AI

🚨 The AI you're using today could be your biggest threat tomorrow

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