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Notes on AI chat apps: what memory actually is, how to compare models without benchmark worship, and how to choose a tool you will still be using next month.

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· 5 min read

What is an AI chat app with memory?

An AI chat app with memory keeps context between conversations instead of starting from zero. Here is what that changes in practice, and what to check before you rely on it.

· 6 min read

Swirl vs ChatGPT: which one fits how you work?

A practical comparison of two approaches to AI chat: one assistant from one vendor, or several models behind one memory. No benchmarks, just the trade-offs that show up in daily use.

· 4 min read

What to look for in an AI chat app with memory

A buying checklist for AI chat apps that claim to remember you: what real memory looks like, what is just searchable history, and the questions that separate the two.

· 5 min read

How to choose an AI chat app

Six criteria that actually predict whether you will still be using an AI chat app in a month, and how to test each one in an afternoon.

· 7 min read

Magica alternatives in 2026

Magica costs $14.99 a month for 15 million credits and thousands of tools. Here are the alternatives worth switching to, what they cost, and which one fits how you work.

· 6 min read

ChatLLM vs Swirl

ChatLLM Basic is $10 for 20,000 credits and 100+ models. Swirl is $12 with memory across conversations and a dollar-based usage pool. Here is what the extra two dollars buys.

· 6 min read

TypingMind alternatives in 2026

TypingMind proved people will pay for a better AI frontend. Its catch is bring-your-own API keys. Here are the alternatives that remove the setup, and what each one costs.