Engineering·11 min
Prompting for Database Schema Design
Database schema prompts fail silently when they skip your SQL dialect, your query patterns, and a safety check. Normalization, indexes, and why you never run generated DDL blind.
Read moreBlog
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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Engineering·11 min
Building Your First MCP Server (Tutorial)
A tutorial to build MCP server code from scratch: scaffold a project, register a tool, run it over stdio, and connect it to Claude Desktop, verified against the current spec.
Read moreChatGPT·12 min
How to Prompt for Code That Actually Compiles
Learn how to prompt for working code that compiles on the first try: specify language version, dependencies, error handling, and tests before you ask.
Read moreChatGPT·13 min
Which ChatGPT Model Should You Use for What?
A dated breakdown, verified against OpenAI's own pages, of which ChatGPT model to use for coding, research, and everyday questions, plus what GPT-6 Astra changes.
Read moreIndustries·11 min
Naming Conventions for a Team Prompt Library
A practical prompt naming convention for teams: what goes in the name, casing, where versioning lives, and how to migrate a library that already has three conventions in it.
Read moreEngineering·11 min
Skeleton-of-Thought Prompting (Outline, Then Fill)
Skeleton of thought prompting asks a model for an outline first, then expands each point. What Ning et al. actually measured, where the real speed-up comes from, and where it fails outright.
Read moreEngineering·12 min
Prompt Templates vs Prompt Programs
Prompt template vs program is a real distinction, not a rebrand: a fill-in-the-blank string breaks at conditional logic and chained steps, which is what an actual prompt program is built to handle.
Read moreEngineering·12 min
Designing Output Schemas That Models Actually Follow
Output schema prompting only works if you design the schema right: field naming, flat vs nested, enums vs free text, optional fields, and how to fix one that keeps coming back wrong.
Read moreEngineering·11 min
Using AI to Estimate Engineering Work (Carefully)
Estimation prompts ai gives you still skew short unless you ask right. Why AI time estimates run low, what a one-line prompt leaves out, and how to prompt for a range instead of a guess.
Read moreEngineering·12 min
Debugging Production Issues with AI (Log to Root Cause)
How to debug production AI incidents safely: what you can never paste from live logs (customer data, tokens, PII), how to correlate services under pressure, and how to write the postmortem.
Read moreLibrary·12 min
Best AI Prompt Tools Ranked by Price (Cheapest to Most Expensive)
An ai prompt tool pricing comparison across 8 tools: free tiers, monthly plans, one-time lifetime pricing and per-prompt marketplaces, every number fetched September 5, 2026.
Read moreLibrary·12 min
Best AI Lifetime Deals Worth Buying in 2026 (Prompt Tools)
Real ai lifetime deals 2026 for prompt tools, checked live today: prices, refund windows, which listings already sold out, and a checklist for judging if one will last.
Read moreEngineering·11 min
Self-Consistency Prompting (Sample, Then Vote)
Self consistency prompting runs a chain-of-thought prompt several times and keeps the majority answer. What Wang et al. actually measured, and where it still earns its cost in 2026.
Read moreEngineering·10 min
Prompt Compression: Same Result, Fewer Tokens
Prompt compression shrinks a prompt's token count while keeping the model's output roughly the same. What the LLMLingua research actually measured, and how to do it by hand.
Read moreEngineering·12 min
Few-Shot Prompting for Classification and Tagging
Few shot classification with worked examples needs more than picking good demonstrations: label definitions, multi-label tagging, edge cases, and consistency checks before it runs unattended.
Read moreLibrary·12 min
PromptPerfect Review: Does Auto-Optimization Help?
A PromptPerfect review covering pricing, the auto-optimizer, and the Interactive assistant, checked against Jina AI's own pages as of September 2026.
Read moreLibrary·12 min
HARPA AI Review 2026
A HARPA AI review of pricing, Megatoken credits, and browser automation, checked against harpa.ai's own pricing and FAQ pages as of September 2026.
Read moreLibrary·13 min
Sider AI Review 2026 (Hands-On, 30 Days)
A Sider AI review of pricing, free-plan limits, and the Chat/Hand/Code/Create product set, checked directly against sider.ai and the Chrome Web Store, re-verified September 17, 2026.
Read moreLibrary·12 min
Sider vs Monica: Which AI Sidebar Is Better in 2026?
Sider vs Monica compared on free-plan limits, pricing transparency, and features, checked directly against both vendors' own pages and the Chrome Web Store as of September 2026.
Read moreLibrary·12 min
Gems vs Custom GPTs vs Projects: Reusable AI Setups Compared
Gems vs Custom GPTs vs Claude Projects compared on who can create one, how much context each holds, and what happens when you switch models, checked Sep 2026.
Read moreIndustries·16 min
25 AI Prompts for Community Management
25 community management prompts for welcome flows, prompts-of-the-day, and conflict responses a human moderator reviews before anything reaches a member.
Read moreVideo·18 min
AI Prompts for Videographers and Video Agencies
Videography AI prompts for treatments, shot lists, client decks, and AI previz, organized by production stage instead of by which model renders the clip.
Read moreVideo·14 min
Runway for Client Work: Prompts, Licensing and Delivery
Runway commercial use, sourced from Runway's own Terms of Use, Usage Policy and Help Center: ownership, resale, credit rules, AI-training licensing and plan differences for client video delivery.
Read moreEngineering·14 min
Prompting Your Way Through Legacy Code
A legacy code AI method for figuring out what a strange function does, why it exists, and what breaks if you touch it, before you write a single line of refactor.
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