RollbackAPI · Recovery infrastructure for AI-assisted systems

Rollback authority for AI-assisted systems.

Restore points for AI-assisted software, agent workflows, deployments, and generated state changes — so high-speed AI work can be tested without losing control.

  • 01

    Track every AI-generated change

    Code edits, agent actions, prompt-generated assets, deployment mutations — each becomes a signed, addressable version.

  • 02

    Verify restore points

    Every checkpoint is verified end-to-end — integrity signed, lineage queryable, replay deterministic.

  • 03

    Roll back unsafe states

    One call — or one click — reverts production to the last verified state across services, agents, and channels.

Status
Operational
Environment
Production
Region
us-east-1 · eu-west-2
p50 rollback
142ms
Deployment
RBX-4418
Audit ref
AU-78214

The product, mid-incident.

A live view of the recovery layer in production. Deployments, checkpoints, rollbacks, policy events, and signed audit lineage in one console.

A recovery primitive for AI-assisted state.

When AI-assisted systems mutate state, recovery is a primitive — deterministic, signed end-to-end, and resilient to the worst deploy.

  • Forward execution with checkpointed state
  • Reversible action graph across services
  • Auditable restoration for autonomous workflows
  • Deterministic recovery from corrupted releases

Deployment v.4.7.2 diverged. Restored to a known-good checkpoint.

One recovery session, replayed from divergence to the last verified state.

recovery.session · IR-2026-0506
● replay 0.5× session · 9.4 KB signed · 7e2c

Recovery sequence · IR-2026-0506

  • T-2 checkpoint.saved CKPT-025 · hash 7e2c-9b41 · 1.4 MB
  • T-1 deploy.attempted v.4.7.2 · branched · awaiting verification
  • T-0 migration.broken FK constraint violation · agents.session
  • T-0 state.diverged 3 services out of consensus · downstream halted
  • T+0 rollback.initiated target CKPT-025 · scope: 3 services · 14 mutations reversed
  • T+04.218s state.restored integrity verified · workflow.recovered

State diff · post-restoration

@workflow agent.task.4421
state.version = "v.4.7.2"
+state.version = "v.4.7.0"
schema.migration = "0042_agents_session"
+schema.migration = "0041_agents_index"
downstream = halted (3)
+downstream = consensus.ok (3)
+integrity.hash = 7e2c-9b41 ✓
Mutations reversed
14
Services restored
3
Time to recovery
4.218 s
verdict · deterministic recovery from divergence state restored

Use case: rollback for AI-generated campaigns.

Five AI-generated ad variants ship. One breaks brand policy. The last approved version is restored in a single call.

campaign.rollback · brand: nuvana.wellness
workspace · creative.ops STATE · VIOLATION
campaigncmp_4421
envproduction
deploymentRBX-4418
reviewercompliance · tier 2
policyCLAIM-17B · HEALTH-007
latency142ms
auditAU-78214
  1. V1 Approved Baseline prompt · v1.0 · signed
  2. V2 New Hook Test prompt · v1.1 · in review
  3. V3 High CTR / Claim Risk claim added · flagged
  4. V4 Brand Violation disclaimer removed · blocked
  5. V5 Rolled Back awaiting rollback
V4 · ACTIVE BRAND VIOLATION
SPONSORED · PAID SOCIAL

Cure your sleep issues in 7 days — guaranteed.

Clinically proven sleep formula. Doctors recommend Nuvana for chronic insomnia.

Buy Now — 40% Off

(no disclaimer · removed in V4)

creative.id · cr-nuvana-082 active: V4
risk + performance computed · 09:22:13 UTC
CTR
5.42%
Conversion
3.18%
Risk score
91/100
Approval
Blocked
UNSUPPORTED CLAIM DISCLAIMER MISSING BRAND POLICY · HEALTH-007

change.log · campaign · creative.ops signed end-to-end
  • 09:04:11 V2 prompt.changed — "test new hook angle" reviewer · growth.leadseq #042
  • 09:11:38 V3 cta.modified — Buy Now → Buy Now — 40% Off latency · 88msdeploy · RBX-4417
  • 09:13:02 V3 product.claim.added — "clinically proven" policy · CLAIM-17Brisk Δ +28
  • 09:18:45 V4 disclaimer.removed policy · HEALTH-007required · true
  • 09:21:09 V4 reviewer.flagged — block.production reviewer · compliance.t2audit · AU-78214

A look inside the operator surface.

Live deployments, queued rollbacks, restore checkpoints, failed migrations, policy triggers, environment states — one console, signed end-to-end.

operator.console · workspace · platform.ops
11 deploys · 3 rollbacks queued · 2 policy triggers · 1 failed migration healthy
live.deployments env · production · 11 active
service state deployment checkpoint owner updated
prod-api-gateway degraded RBX-4418 7fa91c platform.ops 14:32 UTC
web-preview-edge stable RBX-4417 9c44e1 web.platform 14:11 UTC
ai-codegen-pipeline stable RBX-4416 b2f8a0 ai.codegen 13:58 UTC
agent-orchestrator drifted RBX-4415 4d18cc agent.platform 13:42 UTC
creative-gen-api failing RBX-4414 aa0192 ai.platform 13:18 UTC
policy-eval stable RBX-4413 5e7732 policy.team 12:55 UTC
environment.states 4 envs
  • production us-east-1 degraded
  • production eu-west-2 healthy
  • staging us-east-1 healthy
  • canary us-west-2 paused
restore.checkpoints last 12h · 6 verified · 99.4% integrity
  • checkpoint_7fa91c prod-api-gateway 14:32 UTC verified
  • checkpoint_9c44e1 web-preview-edge 14:11 UTC verified
  • checkpoint_b2f8a0 ai-codegen-pipeline 13:58 UTC verified
  • checkpoint_4d18cc agent-orchestrator 13:42 UTC drifted
  • checkpoint_aa0192 creative-gen-api 13:18 UTC unverified
rollback.queue 3 queued · 0 5xx
  • #1 RBX-4419 prod-api-gateway 142ms
  • #2 RBX-4420 creative-gen-api queued
  • #3 RBX-4421 agent-orchestrator queued
failed.migrations 1 active · 4 last 24h
  • migration_1182 creative-gen-api failed
    schema.drift — column variant_signature missing
    rollback.queued → RBX-4420 · 14:18 UTC
  • migration_1178 agent-orchestrator recovered
    state.divergence — agent_session_id conflict
    rolled.back → RBX-4412 · 13:42 UTC
  • migration_1174 ai-codegen-pipeline recovered
    build.config drift — branch.lock outdated
    rolled.back → RBX-4408 · 11:54 UTC
policy.triggers last 24h · 4
  • CLAIM-17B unsupported.claim — "clinically proven" 09:13
  • HEALTH-007 disclaimer.removed — required 09:18
  • BRAND-021 tone.drift — outside brand guide 11:02
  • SCHEMA-301 migration.failed — schema drift 12:44
incidents · 24h2
rollback p50142ms
checkpoint verification99.4%
policy graphv4.7.2 · signed
authorityRBX-AUTH · attested

A recovery layer for AI-assisted systems.

Rollback authority across code, agents, generated assets, and deployments.

UC.01software

AI-assisted software development

Restore safe application states after AI-generated code changes — before unverified edits reach production or downstream services.

  • code.commits · ai-assisted
  • safe.state · restorable
  • review.lineage · signed
UC.02agents

Agentic workflows

Track and roll back autonomous agent actions before they affect production systems, data stores, or external APIs.

  • agent.actions · audited
  • sandbox → prod · gated
  • rollback.window · 142ms
UC.03creative

AI-generated campaigns

Restore approved creative, prompt, and campaign states when unsafe variations appear in flight — claims, disclaimers, brand drift.

  • variants.tracked · per workspace
  • policy.breach → restore
  • reviewer.attested · per version
UC.04enterprise

Enterprise deployment governance

Maintain recovery checkpoints across reviews, approvals, and production releases — signed end-to-end, queryable by legal, ops, and platform.

  • approval.chain · per release
  • checkpoint.coverage · 99.4%
  • authority · attested

A governance layer between AI generation and production state.

Inline between model providers and live systems. Verified versions only.

infra.flow · governance.layer · v1
Operational p50 · 142ms env · production region · us-east-1
  1. 01upstream
    AI Models
    Claude · OpenAI · in-house
    • variants / hr1,420
    • prompts active38
  2. 02ingest
    Generated Variants
    signed · addressable
    • variants today14,318
    • queue depth0
  3. 03policy
    Risk Detection
    claim · disclaimer · brand
    • flags / 24h211
    • policy graphv4.7.2
  4. 04approval
    Approval Layer
    reviewer attestations
    • reviewerscompliance · brand
    • approval rate87.4%
  5. 05checkpoint
    Restore Points
    signed · queryable
    • restore points2,418
    • rollback p50142ms
  6. 06downstream
    Production Deployment
    services · agents · channels
    • targets active14
    • deploys / hr96
governance rollback path
audit refAU-78214
policy graphv4.7.2 · signed
last deployRBX-4418 · 09:22 UTC
events / 24h38,412
incidentnone

Four recovery primitives.

REC · SR.A · v.04● ready
01 runtime

Execution Layer

Wraps every committed mutation in a known prior. Forward execution acquires a deterministic checkpoint before state is touched.

integrity 99.77e2c · 9b41
REC · SR.B · v.04● ready
02 state

Checkpoint Engine

Captures coordinated checkpoints across services, queues, and datastores so workflow integrity survives partial failure or corrupted release.

integrity 99.42a91 · c40e
REC · SR.C · v.04● ready
03 control

Rollback Orchestrator

Coordinates reversal across distributed components. Recovery orchestration with deterministic ordering — not best-effort retries.

integrity 99.9f08a · 1d27
REC · SR.D · v.04● ready
04 audit

Recovery Audit Trail

Every reversal becomes a first-class event. Runtime restoration that is observable, replayable, and accountable to a signed session.

integrity 100.03b6d · 84a2

Deployment lineage. Restoration pathway.

A diverged branch is not a deleted branch. Corrupted lineage is preserved; main restores from a verified checkpoint. Every node signed, every edge replayable.

checkpoint.tree · main / branch.v.4.7.2
nodes · 9 · signed

Lineage · agent.task.4421

CKPT-024 main · deploy v.4.7.0 stable
CKPT-025 main · migration 0041 verified
CKPT-026 branch · v.4.7.2 split branched
CKPT-027 branch · fk.violation corrupt
RESTORE main ← CKPT-025 · 4.218 s restored
CKPT-028 main · resume execution stable
main · stable branch · diverged corrupt restore target
tree depth · 4 · branch retained for audit signed · 7e2c-9b41-f08a

Trace every state change from mutation to verified restore.

Forensic surface — deployment topology, rollback timeline, audit lineage. One trace, signed end-to-end.

API surface. Event log. Runtimes you already use.

Versioning, restore points, and rollback as a thin, scriptable layer.

Operational p5098ms envproduction versionv1.0 · concept authbearer · scoped

All artifacts on this page are concept previews. Integrations shown are illustrative, not live.

API surface v1 · concept
  • POST /states/{id}/checkpoint capture a signed checkpoint of any addressable state
  • GET /restore-points list verified restore points across the workspace
  • POST /rollback/{checkpoint} restore live state to a verified checkpoint
  • POST /timeline/replay replay a recovery session from the audit log
  • POST /policy/verify evaluate a version against the policy graph
// rollback to the last approved version
await rollback("cmp_4421", {
  to:       "last_approved",
  reviewer: "ops.brand",
  reason:   "policy.HEALTH-007 · unsupported claim"
});
event.log · campaign cmp_4421 signed · streaming
  • 09:04prompt.updated"test new hook angle"
  • 09:11cta.modifiedBuy Now → Buy Now — 40% Off
  • 09:13claim.detectedunsupported.claim · "clinically proven"
  • 09:18disclaimer.removedrequired by policy HEALTH-007
  • 09:21reviewer.flaggedops.brand · block.production
  • 09:22restore.point.createdcp_v1 · Approved Baseline
  • 09:22campaign.rolled.back→ cp_v1 · reviewer attested
POST /rollback/{checkpoint}
200 OK 98ms production token · scoped
request · application/json
// POST /v1/rollback/checkpoint_7fa91c
// Authorization: Bearer rbx_live_••••••••
{
  "checkpoint":    "checkpoint_7fa91c",
  "environment":   "production",
  "restore_mode":  "verified",
  "requested_by":  "ops_lead"
}
response · application/json
// 200 OK · signed end-to-end
{
  "status":       "restored",
  "rollback_id":  "RBX-4418",
  "latency_ms":   142,
  "integrity":    "verified"
}
queue depth0 rate · 5xx0.00% attested bycompliance.t2 · 09:22 UTC signed7e2c-9b41-f08a

Docs, API, architecture, restore model.

Four reference surfaces, each addressed by a stable route. Concise, technical, versioned alongside the runtime.

/docs Operator Guides v4.7 · 18 pages
  • restore workflowssnapshot · branch · attested restore
  • rollback orchestrationqueueing, dependency propagation, retries
  • checkpoint lifecyclecreate → verify → seal → expire
  • policy verificationtier matrix, attestation flow, audit refs
  • incident playbooksdivergence, partial restore, replay drift
last build · 2026-05-15 14:02 UTC cksum 8f2c-b41a · signed
/api HTTP Reference v4 · 42 endpoints
  • POST /v4/rollbackenqueue rollback · returns RBX id
  • POST /v4/replayintegrity replay against checkpoint
  • GET /v4/restore/:idrestore state · confidence · lineage
  • GET /v4/eventsevent stream · offset, schema v3
  • GET /v4/policies/:refpolicy graph · tier · attested signers
oas 3.1 · openapi-stable median p50 · 38ms
/architecture System Architecture v2 · 6 diagrams
  • topology diagramscontrol plane / data plane separation
  • state lineagecheckpoint DAG, parent/child references
  • rollback propagationdependency closure across services
  • verification pipelineSHA-256 · signed audit log · attest
  • failure domainsreplica + region isolation guarantees
regions · us-east-1 · eu-west-2 · ap-south-1 multi-az · replica n=3
/restore-model Restore Model v1 · spec
  • restore confidencescoring · weights · thresholds
  • divergence analysisdelta vectors · drift bounds · windows
  • replay integritydeterministic re-execution + hash diff
  • decision statesverify · queue · execute · attest · seal
  • tie-break policyhuman-in-loop on ambiguous lineage
spec · RBX-RFC-04 conformance · 98.7%

Designed to sit inside modern AI infrastructure.

Fit indicators for where RollbackAPI plugs into modern AI infrastructure. Conceptual, not live.

designed to sit inside modern AI infrastructure conceptual fit · not live
  • K8
    Kubernetes runtime

    Restore deployment state across services and namespaces.

  • DK
    Docker runtime

    Rollback containerized application versions to verified images.

  • OA
    OpenAI model provider

    Track AI-assisted code and prompt-generated changes as versions.

  • AN
    Anthropic model provider

    Version AI-assisted agent outputs and workflow states.

  • VC
    Vercel platform

    Restore frontend deployments and preview environments.

  • AW
    AWS cloud

    Coordinate rollback events across cloud infrastructure services.

Request infrastructure preview.

Preview access for teams exploring rollback orchestration, restore-state tracing, and AI-assisted systems recovery.

Built for infrastructure teams, AI workflow platforms, deployment tooling, and governance systems.

preview.queue · v1 access · controlled scope · early preview
cohort · 04 / 26 ● open
No newsletter. No launch spam. Preview requests only.

Rollback as a control primitive.

2026-05-06 · 09:14 checkpoint.saved Autonomous systems mutate state. Every committed action needs a known prior to be safely reversible. verified
2026-05-06 · 09:18 migration.applied State must be deterministically recoverable. Restoration returns prior state cleanly across services — not partially. monitored
2026-05-06 · 09:22 rollback.required Agents need an undo authority. Multi-step autonomy requires a safe path to reverse. Rollback is agent-safety infrastructure. resolved

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Own the rollback authority for AI-assisted software.

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