PromptMake Blog
Text & PE
ChatGPT, Claude, Gemini, prompt engineering
148 articles in this topic
Articles
Page 1 of 13
LangChain Prompt Templates: Patterns That Survive Model Swaps
LangChain prompts that survive model swaps: design resilient ChatPromptTemplate patterns across OpenAI, Claude, and Gemini with clean LCEL architectures.
Oct 12, 2026
Suno AI Prompts: Genre Kits for Pop, Lo-fi & Cinematic
Suno AI prompts genre kits: copy paste style tags, instrument stacks, and lyric metatags for pop, lo-fi, and cinematic tracks that models render reliably.
Oct 12, 2026
SQL Prompts for Analysts: Schema-Safe Query Asks
SQL prompts for analysts: paste your schema, name the dialect, ask for assumptions, and ban invented columns so ChatGPT or Claude returns queries you can trust.
Sep 29, 2026
Cover Letter Prompt Templates That Stay Specific
Cover letter prompts that stay specific: paste the job post, feed an evidence bank, set a tone slot, ban clichés, cap length, and run a recruiter-skim check.
Sep 29, 2026
Screenplay Prompt Structure: Scene Headings Models Respect
Screenplay prompts with scene headings models respect: slugline, action, and dialogue format rules, beat sheets, character bibles, and one-scene drafting.
Sep 29, 2026
Chain of Thought: When to Ask for Steps (and When Not To)
Chain of thought prompting: when to skip steps on GPT-5.6 Sol, Claude Opus/Fable 5, and Gemini 3.1 Pro, and when flash models still need them.
Sep 18, 2026
Few-Shot Prompting Examples 2026: When Examples Beat Rules
Few shot prompting examples for 2026: paste-ready stacks for classification, extraction, rewrite, and support tone when demos beat abstract rules.
Sep 18, 2026
Prompt Caching Stable Prefixes: Reuse Without Drift
Prompt caching stable prefixes: what to freeze first, what to keep in the suffix, and how drift kills cache hits across Claude, OpenAI, and Gemini.
Sep 18, 2026
Tree of Thoughts Practical Guide: Branching Without Token Waste
Tree of thoughts practical guide to branching budgets, prune rules, and when ToT wastes tokens. Run lean trees on GPT-5.6, Claude, and Gemini.
Sep 18, 2026
Suno Prompts Guide: Style, Structure & Lyric Fields
Suno prompts guide covering genre, mood, instrumentation, tempo, vocals, and lyric fields. PromptMake writes the prompt text only, never audio.
Sep 18, 2026
Suno Prompt Generator Workflow: Idea → Genre-Locked Brief
Use a suno prompt generator workflow to move from a rough idea to a genre-locked Suno brief: seed, lock, lyrics fields, and text-only honesty.
Sep 18, 2026
PromptPerfect API Migration: Rebuild Optimizers Before Sunset
PromptPerfect API migration playbook for teams rebuilding Auto-Tune style optimizers after the Jina sunset: inventory, export, and living replacements.
Sep 8, 2026
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