Better prompts get better answers. This topic gathers our prompt packs and techniques: how to give context, set a role, ask for structure, iterate on results and build system prompts you can reuse across tools.
AWS Strands Agents team introduced Strands Harness, an open-source, general-purpose agent harness that bridges the gap between prototype and production. Licensed under Apache 2.0 with Python and TypeS…
A viral post from engineer 'voxium' describes joining a large company where Claude Code generates all specs, code, tests and documentation — and nobody truly understands the codebase. Engineers work 1…
Version 0.2.2 of the datasette-explain plugin adds support for displaying SQLite explain plans on read-only stored-query pages in Datasette. The update was prompted by Simon Willison upgrading his pub…
This article distinguishes prompt optimization from prompt engineering and presents five evidence-backed techniques to refine existing prompts for better LLM results. Using a messy three-person meetin…
This tutorial demonstrates how to optimize small language models for narrow automation tasks by reusing prompt prefixes with a key-value cache. Using Qwen2.5-0.5B-Instruct benchmarks, it shows a 57% r…
This beginner-friendly guide explains what a prompt is and how to craft effective instructions for ChatGPT. It covers the core elements of strong prompts—task, context, format, tone, and constraints—a…
Prompt injection is an emerging AI security threat where attackers sneak malicious instructions into input text, tricking AI models like GPT into overriding their original rules. Because language mode…
ChatGPT's custom instructions feature lets users set preferences once—such as their profession, preferred language, tone, and response format—and have them applied across all future conversations. Thi…
Workflow1111 recreates AUTOMATIC1111's image tools as a browser-based Gradio canvas with 73 nodes across 11 pipelines. It supports txt2img, hi-res fix via FLUX.1-Kontext, LLM prompt generation with Qw…
ChatGPT Images 2.5 focuses on personalization, transforming rough ideas, hand-drawn sketches, and reference photos into polished images that match your vision. It supports an iterative, conversational…
This beginner-friendly tutorial explains how to create images with ChatGPT using conversational prompts. It covers writing specific prompts with subject, style, composition, and lighting; refining res…
This guide shows professionals how to use ChatGPT to streamline four common workplace documents: initiative briefs, strategy updates, decision packets, and progress reports. It covers structured promp…
Financial institutions face pressure to adopt AI but need a structured approach due to strict regulations and sensitive data. This guide outlines key AI resources for banking, fintech, and compliance …
This beginner-friendly guide explains what ChatGPT is and how to start using it. It covers creating an account, sending your first prompt, and using ChatGPT for everyday tasks like writing emails, bra…
GPT-Red is OpenAI's automated red teaming system that uses self-play to strengthen AI model safety. An attacker AI generates adversarial prompts while a defender model resists them, creating a continu…
OpenAI launched its first certification program and AI Foundations courses to help learners build practical AI skills and prove them to employers. Designed for beginners without technical backgrounds,…
This article explains how AI consultant Jason Liu uses Codex for extended, long-duration projects. Rather than treating it as a one-shot answer machine, he treats it as a project partner: persistent d…
BenchMIRT is a new auditing method for LLM benchmarks that applies multidimensional Item Response Theory (MIRT) at the individual prompt level to uncover which underlying capabilities—such as safety o…
A privacy-protected experiment tested how ChatGPT responds to different names using AI research assistants. Results show no dramatic bias, but subtle shifts in tone, examples, and cultural references …
OpenAI's GPT-5.6 update significantly lowers pricing for its Luna and Terra models, designed for high-volume business tasks. Driven by optimized inference and right-sized architecture, the cost reduct…