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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·13 min

Prompting Claude's Extended Thinking

How Claude's token accounting works during extended thinking: what counts against max_tokens, how effort differs from a fixed budget, and where over-prompting hurts reasoning quality.

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ChatGPT·13 min

Gemini's Long Context: Prompting Across a Million Tokens

Gemini's context window, verified at Google's own docs: real per-model numbers, the 2M myth, whole-codebase and whole-book ingestion limits, and the caching trick that makes long prompts cheaper.

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Engineering·12 min

MCP Authentication: OAuth vs Personal Access Tokens

MCP's spec makes authorization optional and transport-scoped. Here's how OAuth 2.1 and personal access tokens actually differ for MCP servers, verified against the spec and our own server.

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Engineering·13 min

Reasoning Effort Settings (Low, Medium, High)

The reasoning effort parameter, exact values and defaults per vendor, plus the cost and latency trade-off each provider documents, checked against their own docs on Sept 3, 2026.

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ChatGPT·10 min

Context Windows Explained (Plain English)

Context window explained in plain English: what a token actually is, why input and output share one limit, and why 2026's models converged near 1M tokens but still lose track of the middle.

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Library·13 min

Best AI Prompt Tools for Mac Users (2026)

The best AI prompt tools for Mac in 2026, and which of the Mac-only ones (Alfred, Safari) actually change what you can do versus Windows.

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Engineering·12 min

Why Does Gemini Behave Differently in Workspace?

Gemini answers differently at work than at home because Workspace admin controls, tenant grounding, and retention rules change what Gemini can see and remember.

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Engineering·15 min

Codex Prompt Templates and AGENTS.md Examples

Working AGENTS.md files for Codex, including the override file most guides skip, plus copy-paste Codex CLI prompt templates for bug fixes, reviews, and reusable skills.

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Engineering·12 min

Prompting for Frontend Components

Why AI frontend component prompts invent props, fail accessibility, ignore design tokens, and re-render too often, verified against React 19, WAI-ARIA, and MDN, plus the fix that actually works.

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Engineering·13 min

Prompting for Game Development

Honest game dev prompts for AI: what Unity 6, Godot 4.8, and Unreal Engine 5.8 code an LLM can actually be trusted to write, and the bounded tasks worth prompting for at all.

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Engineering·12 min

Chain-of-Density Prompting for Summaries

Chain-of-density prompting rewrites a summary at fixed length while adding missing entities each pass. The real method from the 2023 paper, its readability trade-off, and when to skip it.

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Engineering·14 min

Task Decomposition for AI (Break It Down Properly)

Task decomposition for AI means splitting a job so each step has a checkable output. Where the seams go, why long chains compound errors, and the token-cap and context-placement mechanics behind it.

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Engineering·12 min

Managing Prompts Inside Your IDE (Without Leaving It)

IDE prompt management, five real ways: editor snippets, a repo file, chat history, a rules file, or MCP, plus the tradeoff each one carries, verified against Cursor, Claude Code, and Codex docs.

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Engineering·13 min

How to Give an Agent the Right Files (And Only Those)

Agent file context: how to scope an AI coding agent to the right files without exposing .env secrets, private keys, git history, or customer data it was never meant to read.

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Engineering·13 min

Prompting for Architecture Decision Records

ADR prompts for AI: the format Michael Nygard defined in 2011, what a model can draft versus what only your team knows, and three prompts that actually help without inventing a rationale.

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ChatGPT·14 min

Why Can Claude Do This When ChatGPT Won't (and Vice Versa)?

Apparent model capability differences between Claude and ChatGPT are usually policy differences, not intelligence differences. What the Model Spec and Constitution actually say.

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Engineering·11 min

Why Does My Agent Loop Forever?

An AI agent infinite loop happens when nothing checkable defines done, a tool result reads as failure, or truncation erases what it already tried. Five real causes, five fixes.

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Engineering·12 min

Thinking Budgets and Extended Reasoning Limits

What a thinking budget caps, why setting one too high can return an empty response, and how OpenAI, Anthropic and Google each limit reasoning tokens, checked against each vendor's own docs.

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Engineering·11 min

AI Parameter Glossary (Every Setting, Defined)

Every AI generation setting defined, including the ones that changed this year: a fourth max_tokens meaning, Google's new Interactions API, and a case-convention trap in image and video sizes.

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Library·12 min

Best AI Prompt Tools for Windows (2026)

The best AI prompt tools for Windows in 2026: what Copilot and PowerToys actually do versus a dedicated prompt manager, and where the Edge gap is.

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Library·13 min

Best Prompt Tools for Gemini in 2026

The best Gemini prompt tool depends on what you need it for: verified against Google's own docs and each vendor's live listing, September 2026. No invented ratings, no install counts.

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Library·12 min

WebChatGPT Alternatives for Browsing and Prompting

WebChatGPT was removed from the Chrome Web Store in August 2026. What that means now that ChatGPT and Claude search the web natively, and what a browsing extension still adds.

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Library·13 min

FlowGPT Review 2026: Is It Safe, Legit, and Worth It?

FlowGPT's own homepage now sells AI companion chat first and ChatGPT prompts second. What that means for safety, legitimacy, and value, checked against its own pages and terms.

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Industries·17 min

25 AI Prompts for Employee Onboarding Docs

25 onboarding documentation prompts for auditing a stale employee handbook against reality, drafting new sections, and keeping the whole doc from going stale again.

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