Use-case stack · makers, educators

Writing & technical docs

Project pages, READMEs, lesson notes, and post-mortems with less blank-page friction.

Best results: paste your raw notes first. Never invent test results.

Preferred / primary

Web LLM / chat

Claude

Anthropic models strong at long-context writing, code review, and careful analysis.

In this stack: Long-form technical structure and editing.

Details Site

Strong alternatives

Web LLM / chat

ChatGPT

OpenAI’s mainstream chat + tools product for writing, code, and analysis.

In this stack: Fast drafts and outlines.

Details Site

Web LLM / chat

Mistral Le Chat

European-rooted models with strong coding/multilingual chat and a clean web product.

In this stack: Strong general writing outside the usual US trio.

Details Site

Web LLM / chat

Grok

xAI chat models with real-time X flavor and strong technical/coding use.

In this stack: Technical tone and current-context drafts.

Details Site

Web LLM / chat

DeepSeek

Strong cost/performance chat and coding models popular for technical work.

In this stack: Budget long-form technical drafts.

Details Site

Supporting tools

Web Research

Notion AI

Docs/wiki database with built-in AI writing and Q&A over workspace content.

In this stack: When the draft lives in a team wiki.

Details Site

Hybrid LLM / chat

LanguageTool

Grammar/style checking with self-host option — lighter privacy model than many SaaS editors.

In this stack: Grammar pass without full rewrite.

Details Site

Web Research

Perplexity

Answer engine oriented around cited web research.

In this stack: Source-backed background research.

Details Site

Self-hosted LLM / chat

Ollama

Simplest path to run open models locally (CLI + local API).

In this stack: Private drafting on internal notes.

Details Site

Stacks are editorial starting points — swap tools when policy, budget, or hardware demands it.