Roadmap

What's next.

Public, dated, and accountable. We commit to outcomes in quarters, not promises in years. Vote on what matters to you via the GitHub discussions.

At a glance

What's here.

The shape of this page in six lines.

Q2 2026 · Federated ANN mesh
Multi-instance federation with ZK-proof learning.
Q2 2026 · MHN expansion
Larger Hopfield capacity + multi-attractor inspection.
Q3 2026 · Akasha v0.2
New cognitive cycle profiles · MAP protocol stabilization.
Q3 2026 · SOC 2 Type II
Audit complete, report available under NDA.
Q4 2026 · Enterprise mesh
Cross-region replication, BYO KMS, BYO TLS.
Q1 2027 · Agent OS
End-to-end agent runtime with built-in observability and policy.
Reference

Useful links.

referencebash
# Vote and discuss
# https://github.com/l1feai/minds/discussions
Specs

Details.

At a glance
Cadence
quarterly outcomes
Public
yes — discussions on GitHub
Account
missed dates posted publicly with a why
Guarantees
Durability
fsync per WAL commit
Isolation
MVCC · snapshot
Audit
BLAKE3 Merkle chain
Encryption
AES-256-GCM per-namespace
Concurrency
100K+ ops/sec

Get started in an afternoon.

Run anywhere — Akasha Cloud, on-prem, or air-gapped.