A
Atlaso
The AI Memory Layer for Every AI Tool
Free plan for 1 toolConfidence-scored memoriesSecrets redacted automaticallyWorks with 6+ AI tools
Opportunity score
62/100
A high-utility developer tool with a clear pain point but significant platform risk.
Founder verdict
MAYBE
Atlaso is a clever cross-tool memory layer, but its long-term defensibility is questionable against platform-integrated memory.
What is Atlaso?
Atlaso is an AI memory layer that gives AI coding assistants like Claude Code, Cursor, and Codex a shared persistent memory, automatically capturing decisions, warnings, and key facts from chats, then injecting relevant context into future tool sessions across devices. It resolves cross-tool amnesia, provides confidence-weighted recall, and flags contradictions. A free plan supports one tool, with a Pro tier for unlimited tools and advanced features. Early stage, launched on Product Hunt with a focus on developer productivity.
Get the full Atlaso playbook
The complete reverse-engineering — what to copy, what to avoid, and exactly what to build instead.
- Full opportunity score across 8 dimensions
- The real problem & why customers pay
- Why it's winning — with evidence
- Complete business reverse-engineering
- Competitive advantages & moat analysis
- Weaknesses, risks & what to avoid
- Clone strategy — what to build instead
- Week-by-week MVP roadmap
- Recommended technical stack
- Founder verdict & highest-leverage move