Installation disappears
One detected-agent adoption flow installs only what exists, preserves user instructions, proves hooks, and leaves an exact repair command when the environment is unusual.
Make continuity feel inevitable.
ContextLattice v4 established the intelligence layer. The next work removes every remaining moment where an agent forgets, retrieves blindly, loses provenance, or asks the human to rebuild context by hand.
North star
Open any supported agent. The right work is already there.
Every token earns its place
Retrieval keeps optimizing impact per token, source diversity, contradiction coverage, freshness, graph linkage, and task fit without hiding exclusions or uncertainty.
Continuity crosses boundaries
Signed, bounded continuations move safely across harnesses, accounts, and computers while the original evidence, permissions, and execution boundary remain intact.
Intelligence becomes inspectable
The CLI and dashboard expose retrieval receipts, objective history, agent timelines, corrections, token economics, and verified outcomes as one legible proof surface.
Learning stays earned
Skills, retrieval policy, and Aggregate Signal advance only through explicit consent, bounded evaluation, independent proof, reversible activation, and honest abstention.
Shipped foundation
What the v4 line already makes real
Durable continuity
Continuity Identity, objective graphs, Agent Packets, sessions, checkpoints, handoffs, proof timelines, and Continuity Zero keep one mission coherent over time.
Explainable retrieval
Adaptive planning, Synthesis Packs, typed graph evidence, retrieval receipts, source trust, async continuation, and impact-per-token allocation make recall inspectable.
Portable context
Context Passports, encrypted Context Mesh envelopes, packet deltas, and Portable Continuation preserve lineage across machines without making ContextLattice the execution transport.
Verified learning
The Utility Ledger, Policy Laboratory, continuous regression, adversarial defense, Skills Index, and Skill Foundry keep improvement evidence-bound and reversible.
Release discipline
Nothing graduates on marketing momentum.
- Stable means proven: deterministic tests, holdouts, rollback, source identity, and lane-boundary checks must pass.
- Preview means preview: incomplete privacy, utility, or production evidence stays visibly labeled and operationally blocked.
- Public remains useful: core local continuity and retrieval do not become bait for a paid control surface.
- CLI remains primary: dashboard, HTTP, and MCP extend the product; they do not replace the shortest reliable agent path.
Follow the evidence
The roadmap is directional. Releases are the receipt.
See Updates for shipped behavior and release evidence, Pricing for current public-versus-paid boundaries, and GitHub Issues for public implementation work.