A civilian work ship holding course through heavy seas beneath a dark storm front

Progressive delivery for AWS · GCP · Azure

Ship with away back.

Kai turns every release into a bounded, observable move. Import the GitHub Actions you already have, add progressive traffic, and keep the last safe exit in reach.

See the rollout method

PinImmutable revision

ProvePreflight + evidence

Expose5 → 25 → 50 → 100%

ExitAutomated rollback

Kai plotting forward and rollback routes across a maritime operations chart — **Kai**Platform Engineer

Kai · Platform Engineer

Where does this fail first—and how far does it travel?

Kai is the infrastructure cartographer on your platform team: calm under load, suspicious of invisible coupling, and unwilling to ship a revision without a credible exit.

LoadThe measured envelope and first saturation point.
FaultThe first fracture and its maximum blast radius.
ExitThe last reversible step and proven rollback path.

See how Kai bounds every deployment

Kai's pressure map

Know where it fails. Know how far it travels.

Four questions sit between a revision and production. Kai keeps the answers attached to every deployment.

LOAD

What carries it?

Capacity, quotas, health baselines, and the first saturation point are verified before traffic moves.

01 · OPERATING ENVELOPE

FAULT

Where does it break?

Every canary names its failure domain, alarm set, and maximum exposed traffic.

02 · BLAST RADIUS

EXIT

What gets us back?

The last stable revision stays warm, reachable, and paired with a tested rollback action.

03 · REVERSIBILITY

MOVE

What is the next safe step?

Promotions happen only when the current slice proves healthy for its full bake window.

04 · PROGRESSION

Instant workflow import

Your GitHub Actions, with an exit added.

Connect a GitHub App or paste a workflow. Kai maps jobs, matrices, environments, secrets, artifacts, cloud identity, and deployment steps into a reviewable pipeline—then calls out every passthrough it could not translate.

01Preserve build and test behavior
02Replace static deploys with progressive traffic
03Convert environments into protected stages
04Keep a generated workflow export for portability

.github/workflows/deploy.yml96% mapped

jobs:

build:

uses: docker/build-push

deploy:

uses: amazon-ecs-deploy

environment: production

→

✓

Build OCI imageprovenance + SBOM

✓

Deploy green task setECS · us-east-1

Progressive traffic5 → 25 → 50 → 100%

↩

Rollback pathalarm-triggered

One control plane

Every compute target on every cloud. One release history.

Kubernetes

Canary rollouts with weighted ingress and cluster-aware health gates on EKS, GKE, and AKS.

EKS · GKE · AKS

Serverless

Traffic-split revisions and staged slot swaps for Lambda, Cloud Run, Cloud Functions, and Azure Functions.

CANARY · LINEAR

Registries

Immutable, digest-pinned publishes with scan evidence to ECR, Artifact Registry, and ACR.

ECR · GAR · ACR

Static & VMs

Versioned static releases with atomic origin promotion, plus blue/green instance refreshes on EC2, GCE, and VM Scale Sets.

S3 · GCS · FRONT DOOR

The smallest safe move