Collects milestone plans spanning various phases of this project.


  • MegaContext PRD Index
    • Active PRD stack (MegaContext End-to-End Training, MegaAttention, MegaPrediction, Cognitive-Core, KV caching).
    • Defines requirements for the small end-to-end models, runtime upgrades, and serving features.
  • Implementation Roadmap
    • Phase-by-phase implementation plan derived from the PRDs (Nanochat stack).
    • Shows how components map to features, interfaces, telemetry, and deliverables for each phase.
  • Future Plan
    • Long-horizon platform and research initiatives.
    • Platform maturation, advanced learning, application showcases, research extensions, tooling & DX.
  • TODO

Program Taxonomy

StreamStatusCanonical docNotes
Product requirements (POR)✅ ActiveMegaContext PRD IndexGoverns current engineering scope (End-to-End Training, MegaAttention, MegaPrediction, Cognitive-Core, KV caching).
Nanochat migration🔄 PlannedMigration Plan - Nanochat Integration + TODOTracks work to replace src/megacontext/... with the nanochat fork; TODO lists the current actionable items.
Legacy POC / Research plans🗂 HistoricalPOC Architecture, _old/ notesUseful for background, but superseded by the PRDs—cross-check before using requirements.

Whenever you add new plans, note which stream they belong to so contributors can quickly identify whether a document is authoritative, in-flight, or archival.