Back home12-MONTH ROADMAP

Built in public, quarter by quarter.

Each milestone ships something shippable. No vaporware, no roadmap promises without a prototype. Every quarter ends with a demo that someone uses.

NOW
Q1 2026

Observatory v0

QUARTER 1 / 4
  • →Trace Theater (Qwen3.6-27B, 3 curated prompts, real feature IDs)
  • →Paper-grade SAEs landing on HuggingFace (n=65k, L11/L31/L55)
  • →Public Python SDK v0.1 · pip install openinterp
  • →mechreward + Stage Gate preserved and integrated into Atlas
Q2 2026NEXT

Expansion

QUARTER 2 / 4
  • →Atlas search across 8+ model families
  • →Circuit Canvas v1 (attribution graphs)
  • →Lab Sandbox beta (compose interventions)
  • →Compare mode (N-way diff)
  • →Academic paper + 10 partnership conversations
Q3 2026COMMUNITY

Academy + growth

QUARTER 3 / 4
  • →Recipe Store public launch
  • →Expeditions v1 · 12 guided tutorials
  • →Interp Olympics Season 1
  • →Live Lectures · 4 researchers/mo
  • →Target: 1,000 monthly active users
Q4 2026SUSTAINABILITY

Watchtower + revenue

QUARTER 4 / 4
  • →Watchtower Enterprise beta · 3 design partners
  • →Model Partner Program · first vendor SAE launch-day release
  • →Reproducibility Vault · public hash index
  • →First revenue in. OSS tier permanently funded.

Help shape the next milestone.

Roadmap priorities shift based on what the community uses and what Watchtower partners need. Open a GitHub issue, comment on the manifesto, or email us — loud feedback moves items forward.

Read the manifestoOpen a GitHub issue