An AI-Native Writing Workspace That Doesn't Crash Mid-Session
NeverWrite is a local desktop app billed as the cross between Cursor and Obsidian, pairing an AI coding agent with a markdown knowledge editor, reaching 692 GitHub stars from people who want one tool to write, think, and code with an embedded agent, and its issues expose the stability and interaction work that decide whether it becomes a daily driver: unbounded transcript history balloons until the app crashes and leaves orphaned agent processes, an abnormal flash wipes the conversation's prior context, the integrated terminal is a second-class citizen with hardcoded fonts, and power users want full keyboard control of the UI. People want an AI-native workspace that blends notes and code without losing their session or context. The wedge is a Cursor-meets-Obsidian app whose agent sessions, context, and UI are stable enough to live in.
Problem Statement
Someone adopts an app that fuses a markdown knowledge base with an embedded AI coding agent to write and build in one place, but the transcript history grows unbounded until the app crashes and leaves orphaned agent processes, a sudden flash erases the prior context of the conversation, and the built-in terminal has hardcoded fonts and no real configuration. The Cursor-meets-Obsidian idea is exactly what they want, but a workspace that crashes mid-session and forgets context cannot be trusted to hold their notes and code.
The Idea
An AI-native local workspace blending a markdown knowledge base with an embedded coding agent, engineered so long agent sessions never crash, context persists, and the UI is fully keyboard-driven.
Why Now
By 2026 people wanted to merge their note-taking and AI-assisted coding into one local tool instead of toggling between Obsidian and Cursor, and NeverWrite's traction proves the appetite, but its history-driven crashes, context-wiping flashes, and second-class terminal show that session stability and context durability, not more AI features, are what stand between a clever mashup and a workspace people trust with their thinking.
Target User
Developers and knowledge workers who want notes and an AI coding agent in one app
Target Market
AI-native knowledge and coding workspaces
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