Introducing HelixMind

Every AI coding tool today has the same fundamental problem: they forget everything.

Every session starts from zero. You re-explain your architecture. You re-describe your patterns. You lose context and waste hours debugging things your AI already fixed yesterday.

The Problem

We've used every tool on the market — Claude Code, Cursor, Copilot, Aider, Cline. They're all powerful. They're all fast. And they all suffer from the same amnesia.

The context window is not memory. It's a conversation that gets thrown away.

The Solution: Spiral Memory

HelixMind introduces a fundamentally different approach: Spiral Context Memory.

Instead of flat conversations that disappear, HelixMind organizes your project's knowledge into 5 hierarchical levels that evolve over time:

• L1 Focus — What you're working on right now
• L2 Active — Recent patterns and decisions
• L3 Reference — Stable architecture knowledge
• L4 Archive — Historical context
• L5 Deep Archive — Compressed summaries

Context promotes when accessed, decays when stale, and compresses at the deepest level. Your AI literally grows smarter about your project over time.

Open Source

HelixMind is fully open source under AGPL-3.0. Install it today:

npm install -g helixmind

Run fully offline with Ollama. Your data never leaves your machine.

What's Next

We're building cloud sync, team brains, and a web dashboard. Stay tuned.