Prompt Engineering
concepts · 51 notes linked
Related: Large Language Models · Openai · Chatgpt · Agentic Coding · Anthropic · Google · Generative AI · GPT-4
Notes
- 5 Most Popular Agentic AI Design Patterns Every AI Engineer Should Know — Five foundational agentic AI design patterns for autonomous systems
- A Coder Considers the Waning Days of the Craft — Programmer's first-person reflection on GPT-4 displacing coding craft
- AI Prompt Engineering Is Dead — Automated prompt optimization outperforms human prompt engineering
- Accenture CTO says 'there will be some consolidation' of jobs but 'the biggest worry is of the jobs for people who won't be using generative AI' | Fortune — Accenture CTO warns AI non-adopters face greater job risk than adopters
- Agentic Design Patterns — 424-page Springer book cataloguing fundamental agentic AI design patterns
- AudioPen is a great web app for converting your voice into text notes | TechCrunch — Voice-to-text note-taking web app powered by OpenAI Whisper
- Before You Vibe Code, Let Claude Code Interview You — AI-interview spec-driven workflow to prevent under-specified implementations
- Beyond Coding: Your Accountability Buddy with Claude Code Skill — Using Claude Code skills for personal challenge and habit tracking
- Chat with your data using OpenAI, Pinecone, Airbyte and Langchain — RAG pipeline tutorial with Airbyte and Pinecone
- ChatGPT Gets Its "Wolfram Superpowers"! — ChatGPT plugin connecting to Wolfram Alpha and Language
- Claude Code Ralph Plugin Breaks LLM Performance (And a Simple Bash Loop Wins) — Ralph methodology critique — stateless bash loops outperform official Claude Code Ralph plugin
- DSPy — Python framework replacing prompt engineering with optimizable typed signatures
- Design and Code with ChatGPT and Midjourney — Course building apps with GPT-4 and Midjourney
- Design self-guided learning for your career with Gemini | Google Workspace Blog — Using Gemini and NotebookLM for structured self-guided career learning
- Does Vibe Coding Really Work? We Built a Game With Claude—Here's How It Turned Out - Decrypt — Hands-on vibe coding experiment building a game with Claude 3.7 Sonnet
- GitHub - PatrickJS/awesome-cursorrules — Curated collection of Cursor AI project rule configuration files
- Google AI Introduces DS STAR: A Multi Agent Data Science System That Plans, Codes And Verifies End To End Analytics — Multi-agent system converting natural language to Python for heterogeneous data analytics
- Google's NotebookLM had to teach its AI podcast hosts not to act annoyed at humans | TechCrunch — NotebookLM prompt-tuned AI podcast hosts to stop acting annoyed at interruptions
- Google's hidden AI diversity prompts lead to outcry over historically inaccurate images — Google Gemini paused after hidden diversity prompt injection produced historically inaccurate images
- How ChatGPT is changing the way cybersecurity practitioners look at the potential of AI — ChatGPT dual-use cybersecurity capabilities surprise skeptical security researchers
- How Claude Helps Me Manage My Calendar (but ChatGPT Stumbles!) — Claude processes ICS calendar files reliably where ChatGPT fails context limits
- How I Automate Grading With LangChain And GPT-4 — LangChain GPT-4 pipeline automating bootcamp homework grading
- How I Used DALL·E 2 to Generate The Logo for OctoSQL — Iterative DALL-E 2 prompting and editing workflow for logo generation
- How NotebookLM is Transforming Academic Workflows with AI Tools — NotebookLM features for academic research and knowledge management
- How to design logos using DallE 3 - Complete guide — Guide to using DALL-E 3 for logo generation with prompt considerations
- I Tested (New) Claude Code /Insights (It Roasted My Coding Habits) — Claude Code /insights command analyzes 30-day coding history into personalized report
- I created over a dozen personal apps using AI in 60 days, here's what I learned — Non-programmer builds 15+ apps using Claude Sonnet and Bolt.new
- I used Gemini 2.0 to create an AI shopping assistant — it's surprisingly good at saving me time and money — Gemini 2.0 Flash used to build reusable agentic shopping assistant prompt
- I've been using Claude Code for a couple of days — Hacker News debate on Claude Code coding experience
- Introducing Claude for education — Anthropic launches Claude specialized version for higher education
- Introducing LLM-Evalkit | Google Cloud Blog — Open-source tool centralizing LLM prompt management and metric-driven evaluation
- Large Language Models as Optimizers — OPRO uses LLMs as gradient-free optimizers via natural language prompts
- Learning to Replicate Expert Judgment in Financial Tasks — Fine-tuned LLM beats frontier models at financial info triage
- LightPROF: A Lightweight AI Framework that Enables Small-Scale Language Models to Perform Complex Reasoning Over Knowledge Graphs (KGs) Using Structured Prompts — Lightweight Retrieve-Embed-Reason framework for small LLMs on KGs
- Must-Have Prompt Engineering Skills for 2024 — In-demand prompt engineering skills, platforms, and tools
- OpenAI Publishes GPT Prompt Engineering Guide — OpenAI's six-strategy guide for eliciting better GPT-4 responses
- Paper page - Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models — GPT-4 achieves near-perfect scores on MIT Math and EECS curriculum
- Practical Guide to Task Automation using ChatGPT & Python — Using ChatGPT and Python APIs to automate common knowledge-work tasks
- Prompt Engineering Embraces New Technique Called Skeleton-Of-Thought — Skeleton-of-thought outlining prompt technique explained
- Prompt Engineering Guide — Primer on LLM-powered agents: capabilities, design patterns, use cases
- Prompt Engineering Urges 'Hermeneutic Prompting' As A Powerful Technique Unlocking The True Value Of Generative AI — Hermeneutic circle prompting technique for richer LLM responses
- Showrunner wants to turn you into a happy little content prompter for the 'Netflix of AI' — Fable's Showrunner AI platform for prompt-generated shows
- Simon Willison (@simonw) on X — Simon Willison asks for real-world LLM fine-tuning commercial success stories
- Spec-driven development: Using Markdown as a programming language when building with AI — Writing apps entirely in Markdown specs then AI-compiling to production code
- Stop Writing Code, Start Writing Docs — Best practices for agentic coding tools emphasizing documentation over single-shot prompting
- Teaching with AI — OpenAI guide for educators using ChatGPT in classrooms
- The Goopification of AI — AI chatbots colonizing the self-help genre via probabilistic text assembly
- The developer role is evolving. Here's how to stay ahead. — Developer role shifting from manual coder to AI orchestrator and strategist
- Using ChatGPT as a technical writing assistant — ChatGPT as iterative technical writing draft tool
- Wix will let you build an entire website using only AI prompts — Wix AI Site Generator builds full websites from text prompts using ChatGPT and DALL-E
- awesome-nanobanana-pro — curated Nano Banana Pro prompts and examples — Curated prompt list for Nano Banana Pro image model