Rethread Journal

The Rethread Blog

Practical guides, deep dives, and opinions on AI memory, context engineering, multi-LLM workflows, and privacy-first productivity.

Why ChatGPT still forgets details — even with Memory

ChatGPT Memory is much better in 2026, but it is selective, provider-specific, and not a complete project archive. Here is what it remembers and what still falls through the cracks.

Best AI memory tools in 2026: an honest comparison

ChatGPT Memory, Claude Memory, Gemini personalization, Letta, Mem0, LangChain, and Rethread compared by privacy, portability, setup, and ideal use case.

A practical guide to AI context engineering

Context is the new prompt. Treating an AI like a fresh hire each conversation wastes tokens, time, and quality. This guide covers four context-engineering patterns — Persistent Profile, Project Brief, Decision Log, and Just-In-Time Recall — with concrete examples for ChatGPT, Claude, and Gemini.

Related deep dives

ChatGPT Memory Extension Why built-in Memory falls short and how Rethread fixes it. Cross-Platform AI Memory One memory shared across ChatGPT, Claude, Gemini & 3 more. Encrypted AI Memory Zero-knowledge cloud sync, AES-256-GCM, threat model. How Rethread Works Capture → extract → recall pipeline, end to end.