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.
Read moreTutorials, comparisons, and frameworks to write better prompts for ChatGPT, Claude, Gemini, Midjourney, Veo3 and Kling.
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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.
Read moreGemini'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.
Read moreMCP'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.
Read moreThe 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.
Read moreContext 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.
Read moreThe 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.
Read moreGemini answers differently at work than at home because Workspace admin controls, tenant grounding, and retention rules change what Gemini can see and remember.
Read moreWorking 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.
Read moreWhy 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.
Read moreHonest 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.
Read moreChain-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.
Read moreTask 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.
Read moreIDE 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.
Read moreAgent 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.
Read moreADR 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.
Read moreApparent model capability differences between Claude and ChatGPT are usually policy differences, not intelligence differences. What the Model Spec and Constitution actually say.
Read moreAn 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.
Read moreWhat 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.
Read moreEvery 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.
Read moreThe 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.
Read moreThe 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.
Read moreWebChatGPT 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.
Read moreFlowGPT'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.
Read more25 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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