Keep changes focused
Use small modules and test behaviour before a release.
engineering
Scoped agent memory, bounded context and reviewable decisions. Your models. Your boundaries.
Carry useful knowledge into the next task. Isolated Nuclei and permissioned Scopes keep recall inside your boundaries.
Memory Cells · Scoped recall · Tombstones
Give each model call relevant summaries within an explicit token budget.
Bounded context
Keep relationships, provenance and contradictions visible as knowledge changes.
Time · Evidence · Confidence
Compare bounded scenarios with assumptions and uncertainty available for review.
Decision support, with human approval
Separate predictions from observations. Review sensitive lessons before memory write-back.
Observe · Reflect · Review
Control access and deletion. Require human approval for high-risk actions.
Permissions · Audit · Review
Connect the stack you use. Your application keeps provider credentials and final model calls.
Model-independent integration
Start with memory. Connect context, knowledge and decisions as your agent needs them.
Explore the platform
Search scoped memory, assemble a bounded context pack and compare reviewable decisions. Try the local examples below.
Nucleus / atlas
Explore a few example Memory Cells. Recall stays inside the Scope you choose.
Use small modules and test behaviour before a release.
engineering
Require a human review before changing production access.
engineering
Verify the deployed version and its public routes after release.
engineering
Return relevant summaries within the requested token budget.
engineering
4 example summaries · Deleted examples stay out of recall
Illustrative data · Runs locally · No account or API token needed
Your stack. Your model.
Request a scoped context pack from your application. Keep model credentials and final model calls with your existing provider.
Authenticated REST examples. Create the example Nucleus and Scope first. Keep API tokens on your server.
const response = await fetch(
'https://neutronai.dev/api/v1/memory/agent-context',
{
method: 'POST',
headers: {
Authorization: `Bearer ${process.env.NEUTRON_API_TOKEN}`,
'Content-Type': 'application/json'
},
body: JSON.stringify({
"nucleusId": "atlas",
"scopeIds": [
"engineering"
],
"agentId": "release-assistant",
"task": "Prepare the next release",
"tokenBudget": 1200
})
}
);
if (!response.ok) throw new Error('Context request failed');
const context = await response.json();SDKs are release candidates and typed coverage varies. Explore SDK, CLI and MCP workflows; the examples above use the authenticated REST API.
Under the surface
Keep hot state authoritative and background work explicit. Deletion writes tombstones so known retrieval and asynchronous paths cannot restore forgotten memory.
Durable Objects with SQLite hold hot memory. Every operation validates its Nucleus and Scope.
Cloudflare Workers · Durable Objects
Vectorize supports semantic search. R2 and idempotent Queues handle archive and background work with eventual consistency.
Vectorize · R2 · Queues
Rust handles codec and scoring primitives. Python supports research and evaluation outside the production request path.
TypeScript · Rust · Python
Build with Neutron AI
Carry project decisions, working preferences and reviewed lessons into the next coding task.
Explore the Code Nucleus demoCompare scenarios, record assumptions and observe outcomes while people retain authority over consequential actions.
Try Consequence ThoughtEvaluate memory boundaries, identity options, audit evidence and contractual controls for your operating requirements.
Explore EnterprisePublic demos use demonstration data. They do not represent customers, endorsements or partnerships.
Your agents. Your boundaries.
Give agents continuity while your team keeps authority over memory, access and consequential actions.
Carry useful context between tasks. Keep recall inside your boundaries.
Explore memoryControl access, deletion, and human approval for high-risk actions.
Explore governanceReview documented controls and available evidence against your certification requirements.
Review the evidenceMake the next task count
Create a Nucleus. Choose a Scope. Give your agent useful context to carry forward.