Blog

Better prompts. Better AI results.

Tutorials, comparisons, and frameworks to write better prompts for ChatGPT, Claude, Gemini, Midjourney, Veo3 and Kling.

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ChatGPT·18 min

What to Do When the First Answer Is Bad

Regenerating rarely fixes a bad ChatGPT answer, because the bad output is already in the context steering the next try. Six repair moves that work instead, with 20+ copy-paste examples.

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Video·21 min

Seedance Prompting: How to Prompt Seedance 2.5 and 2.0

Seedance prompting rules taken from ByteDance's own docs: asset binding, shot numbers vs timestamps, audio brackets, and what changed when Seedance 2.5 landed.

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Engineering·16 min

Why Does AI Refuse Completely Harmless Requests?

AI refuses harmless requests when safety classifiers over-trigger on keywords, not intent. Why over-refusal happens, plus 16 legitimate reframes that supply the missing context.

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Engineering·17 min

Why Do I Get a Different Answer Every Time?

Why AI gives different answers each time: two major vendors publish opposite claims about temperature 0. The real causes, and 14 prompt patterns that narrow the variance.

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Image·20 min

Midjourney Quality Parameter and Speed Modes: The GPU-Time Reference (2026)

Checked against Midjourney's own docs on August 27, 2026: the quality parameter is marked unsupported on V8.1 and V8.2, and so is Turbo. What Fast, Relax, Draft, SD and HD cost.

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ChatGPT·17 min

When a Conversation Goes Bad, Restart It (Here's How)

A poisoned ChatGPT thread doesn't have to cost you everything in it. A four-part extraction method for pulling the facts, decisions, and drafts worth keeping, and leaving the rest behind.

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Video·25 min

Structuring a 20-Second Generation: LTX 2.5 and LTX 2.3 Prompting

LTX 2.3 prompting for long takes: where the real 20-second ceiling is, how to pace beats across it, and 18 copy-paste prompts built to hold for the full duration.

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Image·18 min

Why Did My Image Come Out the Wrong Size?

An AI image with the wrong aspect ratio is a parameter problem, not a prompt problem. A per-surface table of what actually controls dimensions, plus 20 copy-paste examples.

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Engineering·16 min

Why Did the AI Answer a Different Question?

The AI answered the wrong question, confidently. Eight specific causes, compound asks, buried questions, wrong referents, format swallowing the ask, each with a copy-paste before/after fix.

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ChatGPT·18 min

Red-Team Your Own Prompt Before You Trust the Output

Eight adversarial tests that expose sycophancy, decoration and fabricated sources in a prompt that already looks fine. 22 copy-paste blocks to test your prompt before you ship it.

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Library·17 min

Best Free Prompt Managers in 2026 (No Credit Card)

A free prompt manager should not need a card. Eight tools with a real free tier, verified from each vendor's own page in August 2026, plus what every free plan actually caps.

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Image·14 min

Camera and Lens Terms That Change Your AI Images

The camera and lens terms that actually change an AI image: focal length, aperture, sensor format, bokeh, anamorphic, tilt-shift, film grain, each defined with a copy-paste fragment.

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Video·19 min

Video Character Consistency: Keeping One Character Across Clips

Video character consistency ranked by what actually works: long takes, reference images, frame chaining, extending, and text descriptions, with per-model caps from vendor docs.

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Engineering·17 min

How to Turn a Great Conversation into a Saved Prompt

You corrected a conversation five times and finally got the output right. Here's how to extract that into one reusable prompt, before the thread closes and the trick is gone.

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ChatGPT·17 min

Follow-Up Prompts That Actually Improve the Answer

The first answer wasn't wrong, just not as good as it could be. 18 copy-paste follow-ups for deepening, tightening, and pressure-testing a decent ChatGPT answer into a good one.

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ChatGPT·16 min

10 Bad Prompts, Fixed (Before and After)

Ten bad prompt examples that look reasonable at a glance and fail for a specific reason, each with the fix and the one change that actually mattered.

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Engineering·19 min

Why Does AI Agree With Everything I Say?

AI agrees with everything you say because human-feedback training rewards agreement. The measured evidence, OpenAI's own GPT-4o rollback, and 17 prompts that make a model push back.

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Engineering·17 min

Why Is My Negative Prompt Being Ignored?

Negative prompt not working? Six documented causes, checked against vendor docs: no field exists, wrong endpoint, vendor advises against it, silent truncation, precedence, and weighting.

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Image·17 min

Midjourney No Parameter (--no): The Exclusion Reference (2026)

Checked against Midjourney's own docs on August 27, 2026: --no applies a -0.5 weight, not a filter. Where it is documented to work, and the two places Midjourney contradicts itself.

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Video·17 min

AI Video Duration Parameters by Model (2026 Reference Table)

Every AI video duration parameter, with the resolution and frame-rate couplings that break it: LTX, Seedance, Kling, Veo 3.1, Sora 2, Runway, Wan, Luma, Hailuo and Grok. Sourced and dated.

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Engineering·16 min

Using MCP Inside Claude Code: Setup, Scopes and Auth

A Claude Code MCP guide built from Anthropic's own docs: the four ways to add a server, what local vs project vs user scope changes, OAuth and token auth, and how to verify a connection.

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Image·17 min

Midjourney Seed: Reproducing a Result with --seed (2026)

Midjourney's own Seeds article files the parameter under a heading reading Not for Saving Styles. What --seed reproduces, what it never has, and what to use instead. Checked August 27, 2026.

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ChatGPT·20 min

How to Prompt NotebookLM (Source-Grounded Only)

NotebookLM prompting inverts normal prompt advice, because it answers only from your sources. Google renamed it Gemini Notebook in July 2026. 19 prompts, verified at Google.

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Engineering·18 min

Why Does AI Get Dates and Arithmetic Wrong?

AI wrong math has three causes: a tokenizer that chops numbers into odd chunks, no calculator inside the model, and no clock. The mechanisms, plus 21 copy-paste blocks.

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