Blue and lime strands continuing through a dark field

One substrate. Longer work. Any provider.

The work should
not reset.

Context Continuity is a near-ready, provider-agnostic substrate for AI agents working across long, multi-step tasks.

01THE PRINCIPLE

Long-horizon work needs a place to persist.

Agents that work across many steps need more than a single context window. The intended outcome is simple: one consistent foundation that helps the work stay coherent as its context changes.

Layered drafting sheets connected by blue and lime threads

A persistent thread through changing layers.

The intended outcome

Keep the task in view while the context turns over.

Context Continuity is being built for teams that are assembling agent products or platforms across providers and well-known harnesses. It is a portable enabling layer, not a replacement for the agent you already run.

01Keeps going when context turns over
02Comes back after interruption and restart
03Reduces the need to rebuild the task
04Gives long runs a more coherent foundation
02THE SUBSTRATE

Portable by intent

One enabling layer for the work beneath the model.

The promise is portability: give technical teams a consistent substrate across supported providers and well-known harnesses, instead of recreating the enabling foundation for each ecosystem.

01Long, multi-step execution
02Context carried through interruption and restart
03Compatibility boundaries you can evaluate
Luminous execution path connecting five stages

One run, carried across stages.

03EVIDENCE / VALIDATION

Proof should be scoped to the workload.

Exact proof points, supported integrations, and observed reliability results are still being validated. That boundary matters. The first conversation should start with a real workload, its interruptions, and the harnesses that matter to your team.

What to evaluate together

No broader claim is implied.

Long, multi-step workCan the run stay coherent as the context changes?
Interruption and restartCan the work resume without a full re-brief?
Provider or harness changeWhich portability boundaries hold in practice?
04START WITH ONE WORKLOAD

Bring the workload that cannot afford a reset.

Tell us what your agent needs to carry, where the context changes, and which providers or harnesses you need to keep in play.

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