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Prompt Engineering Blog

Tips, tutorials, and insights on prompt engineering for ChatGPT, Claude, Gemini, and more.

Google Ships Cheap, Fast Gemini - While AWS Tries to Standardize Agents
AI News•6 min

Google Ships Cheap, Fast Gemini - While AWS Tries to Standardize Agents

This week's AI story is about shipping: smaller models, scalable agents, and tools to trust images and medical AI in the real world.

Jan 03, 2026
Gold-Medal Gemini, a "Misaligned Persona" in GPT‑4o, and Why Research Posts Keep Falling Over
AI News•6 min

Gold-Medal Gemini, a "Misaligned Persona" in GPT‑4o, and Why Research Posts Keep Falling Over

Two big research drops show how fast AI is getting-and how fragile our grip on alignment and distribution still is.

Jan 03, 2026
OpenAI floods the zone: GPT-4.5, o3-mini, and a healthcare push that actually looks real
AI News•6 min

OpenAI floods the zone: GPT-4.5, o3-mini, and a healthcare push that actually looks real

OpenAI ships new models, benchmarks, and safety plumbing while Upwork shows how far fine-tuning open models can go in production.

Jan 03, 2026
Prompting Text AI vs Image AI: Totally Different Games
Generative AI•12 min read

Prompting Text AI vs Image AI: Totally Different Games

The fundamental differences between prompts for LLMs and generative AI for images and video.

Dec 23, 2025
Why Your ChatGPT Prompt Sucks in Claude (And Vice Versa)
Comparison•10 min read

Why Your ChatGPT Prompt Sucks in Claude (And Vice Versa)

Learn why prompts don't transfer well between AI models and how to adapt them for ChatGPT, Claude, and Gemini.

Dec 24, 2025
What I Figured Out About Writing Prompts for Google Gemini
Gemini•8 min read

What I Figured Out About Writing Prompts for Google Gemini

Understanding Gemini's thinking levels, multimodality, and Search Grounding for better prompt results.

Dec 26, 2025
What Makes Claude Different (And How to Write Prompts for It)
Claude•9 min read

What Makes Claude Different (And How to Write Prompts for It)

Master Claude's literal instruction-following, Extended Thinking, and XML-based prompting style.

Dec 25, 2025
How I Learned to Write Decent Prompts for ChatGPT
ChatGPT•7 min read

How I Learned to Write Decent Prompts for ChatGPT

Practical tips and techniques for crafting effective ChatGPT prompts, based on GPT-5.2 documentation and real experience.

Dec 27, 2025
Deep research agents get real, robots ship to Spaces, and ChatGPT eyes ads
AI News•6 min

Deep research agents get real, robots ship to Spaces, and ChatGPT eyes ads

This week's AI news is about shipping: research-grade agents in production, robots as apps, and the business model creep toward ads.

Dec 29, 2025
Agents Everywhere, But the Real Story Is the Boring Stuff: Small Models, Simple Regression, and Hybrid Search
AI News•6 min

Agents Everywhere, But the Real Story Is the Boring Stuff: Small Models, Simple Regression, and Hybrid Search

This week's AI news is a reminder that agents need solid plumbing: efficient models, reliable prediction, and databases built for hybrid retrieval.

Dec 29, 2025
AI Is Becoming Infrastructure: AWS Automation, Hugging Face on Swift, and Genomics at 1Mb Context
AI News•6 min

AI Is Becoming Infrastructure: AWS Automation, Hugging Face on Swift, and Genomics at 1Mb Context

This week's AI news shows the shift from flashy demos to real infrastructure-plus a big leap in genomics context length and a privacy reality check for agents.

Dec 29, 2025
Agents Are Moving Into the Browser - and AWS Is Building the Guardrails to Let Them
AI News•6 min

Agents Are Moving Into the Browser - and AWS Is Building the Guardrails to Let Them

Bedrock AgentCore Browser, zero-operator inference, and faster TTS point to one trend: AI is becoming production software, not demos.

Dec 29, 2025
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