Inpainting and Outpainting Prompt Techniques (2026)
Inpainting and outpainting split into three mechanisms in 2026: mask-based endpoints, no-mask conversational edits, and canvas-expand tools. Verified against each vendor's own docs.
Read moreTutorials, comparisons, and frameworks to write better prompts for ChatGPT, Claude, Gemini, Midjourney, Veo3 and Kling.
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Inpainting and outpainting split into three mechanisms in 2026: mask-based endpoints, no-mask conversational edits, and canvas-expand tools. Verified against each vendor's own docs.
Read moreAI video loop prompts, checked per vendor: who documents a loop flag, who only offers first and last frames, and 30 copy-paste loop and cinemagraph prompts by subject.
Read moreWhich AI video models let you direct music by prompt, which only switch audio on, and which publish nothing at all. Vendor-verified, with 28 copy-paste music prompts.
Read moreA ChatGPT image prompt input works when you say what to do with the picture, not what it is. Prompt shapes for screenshots, charts, scans and diagrams, plus the misreads to catch.
Read moreGrok Imagine prompting organised by what you are making: a new shot, a photo in motion, a consistent character, sound, an edit, or a clip past 15 seconds. Checked at docs.x.ai.
Read moreAI video no motion? Eight causes sorted honestly: which a rewrite fixes, which are parameter problems, and which are model limits no wording reaches. Checked per vendor, with sources.
Read moreA diagnostic ladder for cursor rules not working, cheapest check first: wrong extension, wrong rule type, a glob that misses, a legacy path, a file that never syncs, and the case where it loads fine.
Read moreMidjourney ticks --tile for V6, V7 and V8.1/V8.2, and tells you not to upscale the result. What it makes, how it meets aspect ratio, 35 prompts, and where it stops. Checked Aug 2026.
Read moreWon't follow instructions is seven different problems with seven different fixes. Diagnose first, then apply the right one, using OpenAI's own documentation and 24 copy-paste blocks.
Read moreSix places ChatGPT will hold your context, ranked by durability, with the limits OpenAI actually publishes, where each one silently fails, and 26 copy-paste blocks.
Read moreImage prompt troubleshooting sorted honestly: which of the 20 common problems a rewrite fixes, which need a parameter change, and which are model limits no wording can reach.
Read more33 PR description prompts organised by the job each section does: summary, why, risk, review focus, test evidence, scope and rollback. Plus the commit prompts that feed them.
Read moreWhat :: does in a Midjourney prompt, the default weight of 1, negative weights, decimals, --iw, and which versions Midjourney still documents any of it for. Checked August 2026.
Read moreDenoising strength goes by a dozen names across tools, and runs in opposite directions. Ranges, defaults and polarity per vendor, from their own docs. Checked August 2026.
Read moreColumn specs, row limits, delimiter control and the empty-cell problem: prompting for markdown tables, CSV, JSON records and extracted data without invented values.
Read moreClaude Desktop MCP setup, verified against the 2026-07-28 docs: the exact config path on macOS and Windows, the JSON shape, restart rules, logs, and the failures people actually hit.
Read moreAI video lip sync is three separate jobs with three prompt shapes. What Veo, Kling, Sora, Seedance, LTX, Runway, Vidu, Wan and Grok each document, plus 27 copy-paste prompts.
Read moreWhat AGENTS.md actually specifies, which coding agents read it confirmed on each vendor's own docs, why Claude Code does not, and a worked file with a what-does-not-belong list.
Read moreLonger prompts do not reliably get better results. What helps is task-relevant detail. What does not: emphasis, repetition, flattery and contradictions. With vendor sources and before/after pairs.
Read moreQwen prompting verified against Alibaba's own docs: the six-part framework it publishes, thinking-mode switches, the sampling settings its model cards give, and 30 copy-paste prompts.
Read moreSame prompt different results? The prompt is only part of the input. Nine hidden variables explain it, and a clean-room diagnostic tells you which one is yours.
Read moreAI misreads a table for eight unrelated reasons, from a paste that lost its columns to a screenshot it has to OCR. The causes, 28 repair prompts, and the check that catches a silent misread.
Read moreYour input language is a default, not an instruction. Seven causes of an English answer, what each vendor publishes per surface, and 29 copy-paste prompts to pin the output language.
Read moreMidjourney gates --repeat by plan: 2 to 4, 2 to 10, or 2 to 40. Fast and Turbo only, never Relax, and every repeat spends GPU time. Permutations, a batching method, 33 prompts. Checked Aug 2026.
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