Engineering·13 min
Prompting for Go and Rust
Why AI-written Go usually compiles but misbehaves, why AI-written Rust often won't compile at all, and how to prompt each language for code that actually holds up.
Read moreBlog
Better prompts. Better AI results.
Tutorials, comparisons, and frameworks to write better prompts for ChatGPT, Claude, Gemini, Midjourney, Veo3 and Kling.
Page 6 of 27
ChatGPT·12 min
How to Fact-Check What ChatGPT Tells You
A step-by-step workflow for fact-checking ChatGPT: which claims to isolate, where to verify each one, and why asking the chatbot to check itself is not a fact check.
Read moreEngineering·11 min
Rephrase and Respond Prompting: The Real 2023 Paper Behind RaR
Rephrase and respond (RaR) has the model restate your question before answering. It's a real 2023 UCLA paper, not folklore, with the exact prompt and the numbers.
Read moreEngineering·10 min
Output Priming: Start the Answer for the Model
Output priming means writing the start of the model's answer yourself. No published paper names the term, but the API mechanism behind it is real, and it just changed on Claude.
Read moreChatGPT·14 min
How to Prompt ChatGPT for Data Analysis
ChatGPT data analysis prompts fail quietly: sentinel values, string-typed numbers, silent join drops. How to paste real data and make it show its work.
Read moreEngineering·10 min
Reflexion and Self-Critique Prompting
Self-critique prompting means grading a draft against a rubric and revising it. Reflexion is a specific 2023 research method with memory and multiple trials. Here is the real difference.
Read moreEngineering·10 min
Verification Prompting: Make the Model Check Its Own Work
Verification prompting asks a model to check its own claims before finalizing an answer. Here is the real technique behind it, a copy-paste template, and the court case that shows its limit.
Read moreVideo·13 min
The Prompt-to-Edit Workflow (What to Fix in Post)
An honest split for an ai video editing workflow: what a re-roll actually fixes versus what an editor fixes faster and cheaper, with vendor docs for the parameters that aren't real.
Read moreLibrary·13 min
Best Text Expander Alternatives for AI Prompts
A text expander for prompts stores static snippets. See exactly where that breaks for AI prompting, and which verified tools actually fill variables, keep context, and adapt per model.
Read moreIndustries·21 min
30 AI Prompts for UX Writing and Microcopy
30 UX writing prompts for microcopy: buttons, error messages, empty states, tooltips, and confirmation dialogs, each scoped to a character budget and an accessibility check.
Read moreChatGPT·12 min
Prompting DeepSeek's Reasoning Models
DeepSeek's own docs, verified today: which models actually reason, how reasoning_effort and thinking mode work, and the concrete param-level differences behind these deepseek reasoning prompts.
Read moreEngineering·11 min
Prompting Inside Jupyter Notebooks
How to write Jupyter AI prompts that account for hidden kernel state, get a safe-to-rerun cell, explain a traceback, and turn a notebook into a script.
Read moreImage·13 min
Diagrams and Infographics: What AI Images Still Can't Do
AI diagram generation still can't guarantee correct arrows, real numbers, or spelled-right labels. The code-based workaround that doesn't fail the same way as GPT Image 2 or Ideogram.
Read moreEngineering·13 min
Reading Faster and Remembering More (Book Notes Workflow)
A book notes AI workflow that separates capture, compression, and spaced review into three reusable prompts, so you actually remember what you read.
Read moreImage·15 min
Resolution and Upscaling in 2026 (2K, 4K, Native vs Upscaled)
AI image resolution in 2026: what Midjourney V8.2, Nano Banana Pro, FLUX.2, GPT Image 2 and Ideogram 4.0 output at 2K and 4K, native vs upscaled, checked at each vendor's docs.
Read moreEngineering·13 min
Keeping Your Contexts Current (Quarterly Review)
A quarterly checklist to update AI context before stale facts quietly wreck your output, and how the review actually works inside a Personal Context Library.
Read moreChatGPT·14 min
Prompting Gemini in Sheets and Docs (Real Formulas)
Real gemini sheets prompts from Google's own docs: the =AI() function's exact syntax and limits, the Ask Gemini formula panel, and how Docs prompting differs. Dated, not guessed.
Read moreEngineering·12 min
LoRAs and Style Consistency (What Prompts Can't Do Alone)
LoRA prompting explained: what a LoRA actually changes versus a prompt, why style consistency AI tools like Midjourney's --sref aren't the same thing, and when you need one.
Read moreImage·11 min
Prompting Crowds and Multiple Subjects
A guide to prompting multiple subjects AI image models render correctly: two-person shots, group photos, and crowd scenes, with reference-image limits by model.
Read moreEngineering·12 min
When Not to Use AI for Code
When not to use AI coding: security-critical code, genuinely novel algorithms, and unfamiliar-domain work, plus the evidence behind each and a checklist for your own task.
Read moreEngineering·14 min
Using AI to Make Better Decisions
Decision making AI prompts that work like a thinking partner, not an oracle: weighted criteria, premortems, steelmanning, base rates, and regret minimization, with a savable template.
Read moreEngineering·13 min
Variables for Personal Details (Without Oversharing)
A guide to privacy prompt variables: which personal details are safe to save in Prompt Architects, which to leave out, and how the two variable scopes actually work.
Read moreChatGPT·14 min
How to Prompt for Genuinely Creative Output
Why 'be creative' prompts return the same bland output everyone else gets, and three constraint sets that make creative AI prompts produce something genuinely original instead.
Read moreEngineering·14 min
Upscaling Workflows: When to Upscale vs. Regenerate
An ai upscaling workflow decision framework: when a bigger version of what you have beats starting over, with the native ceilings and separate upscale paths across 12 tools.
Read morePage 6 of 27