Use-case stack · makers, educators

Lab notes → blog post

Turn messy build notes into a publishable project page without inventing results.

Paste raw notes first. Force the model to mark unknowns. Keep photos/measurements as the source of truth.

Preferred / primary

Web LLM / chat

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

In this stack: Structure notes into a project post without inventing data.

Details Site

Web LLM / chat

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

In this stack: Fast outline from bullet chaos.

Details Site

Hybrid Research

Local-first notes vault with optional AI plugins (cloud or local backends).

In this stack: Source notes live in the vault.

Details Site

Hybrid LLM / chat

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

In this stack: Final polish pass.

Details Site

Web Research

Answer engine oriented around cited web research.

In this stack: Only for background links you will open and verify.

Details Site

App / desktop Image

Product photo background removal and studio-like shots for shops.

In this stack: Optional cleanup of part photos for the post.

Details Site

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