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substrate/hack/tools/ko/go.mod
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The Agent Substrate Seed TeamAlex BulankouBenjamin ElderBowei DuDmitry BerkovichFabricio VoznikaFrancisco CabreraHaven XiaJulian Gutierrez OschmannKevin SteuerMax SmytheMaya WangMichael TaufenShruti NairTaahir AhmedTim HockinZoe Zhao
 af3c65088e Initial commit of Agent Substrate 
This is the initial release of the Agent Substrate.

Agent substrate is a system built on top of Kubernetes which manages agent-like
workloads to achieve higher scale and efficiency than Kubernetes alone can
offer, with lower latency.  It builds on top of Kubernetes features like
Pods and Pod autoscaling, but takes the Kubernetes control-plane out of the
critical path to achieve lower latency.

It can run on any Kubernetes cluster and does not inhibit “regular” use of
Kubernetes in any way. Kubernetes provides the infrastructure provisioning and
management for all types of workloads, while Agent Substrate provides
agent-specific scheduling and control.

At its core, Agent Substrate maps a larger set of “actors” (applications such
as agents) onto a smaller set of ready “workers” (Kubernetes Pods), relying on
the fact that agent-like applications tend to be idle most of the time to
achieve heavy multiplexing.  It provides functionality to manage an actor’s
lifecycle (e.g. create/destroy, suspend/resume), to assign actors to workers in real
time, and to route incoming traffic to them.

Agent Substrate is intended to be a low-opinion system.  The workloads it
manages don't have to be literal AI agents, but those are the best example of
the kind of applications it is designed for.  It is not an SDK for building
agents, but rather a system for running them at scale.

Agent Substrate is currently in VERY early development.  It is not ready for
production use, and the APIs are almost guaranteed to change.  We are not
making any guarantees about backward compatibility at this stage, and
everything in this project may be changed.

Co-authored-by: Alex Bulankou <alexbu@google.com>
Co-authored-by: Benjamin Elder <bentheelder@google.com>
Co-authored-by: Bowei Du <bowei@google.com>
Co-authored-by: Dmitry Berkovich <dberkov@google.com>
Co-authored-by: Fabricio Voznika <fvoznika@google.com>
Co-authored-by: Francisco Cabrera <fclieutier@google.com>
Co-authored-by: Haven Xia <haoyuxia@google.com>
Co-authored-by: Julian Gutierrez Oschmann <juliangut@google.com>
Co-authored-by: Kevin Steuer <ksteuer@google.com>
Co-authored-by: Max Smythe <smythe@google.com>
Co-authored-by: Maya Wang <mymaya@google.com>
Co-authored-by: Michael Taufen <mtaufen@google.com>
Co-authored-by: Shruti Nair <shrutinair@google.com>
Co-authored-by: Taahir Ahmed <taahm@google.com>
Co-authored-by: Tim Hockin <thockin@google.com>
Co-authored-by: Zoe Zhao <zoezhao@google.com>
2026-05-19 16:57:14 -07:00

164 lines
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module github.com/agent-substrate/substrate/hack/tools/ko
go 1.26.3
require (
al.essio.dev/pkg/shellescape v1.6.0 // indirect
cloud.google.com/go/compute/metadata v0.9.0 // indirect
github.com/Azure/azure-sdk-for-go v68.0.0+incompatible // indirect
github.com/Azure/go-ansiterm v0.0.0-20250102033503-faa5f7b0171c // indirect
github.com/Azure/go-autorest v14.2.0+incompatible // indirect
github.com/Azure/go-autorest/autorest v0.11.30 // indirect
github.com/Azure/go-autorest/autorest/adal v0.9.24 // indirect
github.com/Azure/go-autorest/autorest/azure/auth v0.5.13 // indirect
github.com/Azure/go-autorest/autorest/azure/cli v0.4.7 // indirect
github.com/Azure/go-autorest/autorest/date v0.3.1 // indirect
github.com/Azure/go-autorest/logger v0.2.2 // indirect
github.com/Azure/go-autorest/tracing v0.6.1 // indirect
github.com/BurntSushi/toml v1.6.0 // indirect
github.com/Microsoft/go-winio v0.6.2 // indirect
github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect
github.com/aws/aws-sdk-go-v2 v1.41.4 // indirect
github.com/aws/aws-sdk-go-v2/config v1.32.12 // indirect
github.com/aws/aws-sdk-go-v2/credentials v1.19.12 // indirect
github.com/aws/aws-sdk-go-v2/feature/ec2/imds v1.18.20 // indirect
github.com/aws/aws-sdk-go-v2/internal/configsources v1.4.20 // indirect
github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 v2.7.20 // indirect
github.com/aws/aws-sdk-go-v2/internal/ini v1.8.6 // indirect
github.com/aws/aws-sdk-go-v2/service/ecr v1.56.0 // indirect
github.com/aws/aws-sdk-go-v2/service/ecrpublic v1.38.11 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding v1.13.7 // indirect
github.com/aws/aws-sdk-go-v2/service/internal/presigned-url v1.13.20 // indirect
github.com/aws/aws-sdk-go-v2/service/signin v1.0.8 // indirect
github.com/aws/aws-sdk-go-v2/service/sso v1.30.13 // indirect
github.com/aws/aws-sdk-go-v2/service/ssooidc v1.35.17 // indirect
github.com/aws/aws-sdk-go-v2/service/sts v1.41.9 // indirect
github.com/aws/smithy-go v1.24.2 // indirect
github.com/awslabs/amazon-ecr-credential-helper/ecr-login v0.12.0 // indirect
github.com/blang/semver v3.5.1+incompatible // indirect
github.com/cenkalti/backoff/v5 v5.0.3 // indirect
github.com/cespare/xxhash/v2 v2.3.0 // indirect
github.com/chrismellard/docker-credential-acr-env v0.0.0-20230304212654-82a0ddb27589 // indirect
github.com/containerd/errdefs v1.0.0 // indirect
github.com/containerd/errdefs/pkg v0.3.0 // indirect
github.com/containerd/stargz-snapshotter/estargz v0.18.2 // indirect
github.com/coreos/go-oidc/v3 v3.17.0 // indirect
github.com/cyberphone/json-canonicalization v0.0.0-20241213102144-19d51d7fe467 // indirect
github.com/digitorus/pkcs7 v0.0.0-20250730155240-ffadbf3f398c // indirect
github.com/digitorus/timestamp v0.0.0-20250524132541-c45532741eea // indirect
github.com/dimchansky/utfbom v1.1.1 // indirect
github.com/distribution/reference v0.6.0 // indirect
github.com/docker/cli v29.4.0+incompatible // indirect
github.com/docker/docker-credential-helpers v0.9.5 // indirect
github.com/docker/go-connections v0.7.0 // indirect
github.com/docker/go-units v0.5.0 // indirect
github.com/dprotaso/go-yit v0.0.0-20260209000607-dfb86291624d // indirect
github.com/dustin/go-humanize v1.0.1 // indirect
github.com/evanphx/json-patch/v5 v5.9.11 // indirect
github.com/felixge/httpsnoop v1.0.4 // indirect
github.com/fsnotify/fsnotify v1.9.0 // indirect
github.com/go-jose/go-jose/v4 v4.1.4 // indirect
github.com/go-logr/logr v1.4.3 // indirect
github.com/go-logr/stdr v1.2.2 // indirect
github.com/go-openapi/analysis v0.24.3 // indirect
github.com/go-openapi/errors v0.22.7 // indirect
github.com/go-openapi/jsonpointer v0.22.5 // indirect
github.com/go-openapi/jsonreference v0.21.5 // indirect
github.com/go-openapi/loads v0.23.3 // indirect
github.com/go-openapi/runtime v0.29.3 // indirect
github.com/go-openapi/spec v0.22.4 // indirect
github.com/go-openapi/strfmt v0.26.1 // indirect
github.com/go-openapi/swag v0.25.5 // indirect
github.com/go-openapi/swag/cmdutils v0.25.5 // indirect
github.com/go-openapi/swag/conv v0.25.5 // indirect
github.com/go-openapi/swag/fileutils v0.25.5 // indirect
github.com/go-openapi/swag/jsonname v0.25.5 // indirect
github.com/go-openapi/swag/jsonutils v0.25.5 // indirect
github.com/go-openapi/swag/loading v0.25.5 // indirect
github.com/go-openapi/swag/mangling v0.25.5 // indirect
github.com/go-openapi/swag/netutils v0.25.5 // indirect
github.com/go-openapi/swag/stringutils v0.25.5 // indirect
github.com/go-openapi/swag/typeutils v0.25.5 // indirect
github.com/go-openapi/swag/yamlutils v0.25.5 // indirect
github.com/go-openapi/validate v0.25.2 // indirect
github.com/go-viper/mapstructure/v2 v2.5.0 // indirect
github.com/golang-jwt/jwt/v4 v4.5.2 // indirect
github.com/google/certificate-transparency-go v1.3.3 // indirect
github.com/google/go-cmp v0.7.0 // indirect
github.com/google/go-containerregistry v0.21.5 // indirect
github.com/google/ko v0.18.2-0.20260514011618-843e4adc5718 // indirect
github.com/google/uuid v1.6.0 // indirect
github.com/grpc-ecosystem/grpc-gateway/v2 v2.28.0 // indirect
github.com/hashicorp/go-cleanhttp v0.5.2 // indirect
github.com/hashicorp/go-retryablehttp v0.7.8 // indirect
github.com/in-toto/attestation v1.1.2 // indirect
github.com/in-toto/in-toto-golang v0.11.0 // indirect
github.com/inconshreveable/mousetrap v1.1.0 // indirect
github.com/jedisct1/go-minisign v0.0.0-20241212093149-d2f9f49435c7 // indirect
github.com/klauspost/compress v1.18.5 // indirect
github.com/mattn/go-isatty v0.0.20 // indirect
github.com/mitchellh/go-homedir v1.1.0 // indirect
github.com/moby/docker-image-spec v1.3.1 // indirect
github.com/moby/moby/api v1.54.2 // indirect
github.com/moby/moby/client v0.4.1 // indirect
github.com/moby/term v0.5.2 // indirect
github.com/oklog/ulid/v2 v2.1.1 // indirect
github.com/opencontainers/go-digest v1.0.0 // indirect
github.com/opencontainers/image-spec v1.1.1 // indirect
github.com/pelletier/go-toml v1.9.5 // indirect
github.com/pelletier/go-toml/v2 v2.2.4 // indirect
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
github.com/pkg/errors v0.9.1 // indirect
github.com/sagikazarmark/locafero v0.12.0 // indirect
github.com/sassoftware/relic v7.2.1+incompatible // indirect
github.com/secure-systems-lab/go-securesystemslib v0.10.0 // indirect
github.com/shibumi/go-pathspec v1.3.0 // indirect
github.com/sigstore/cosign/v3 v3.0.6 // indirect
github.com/sigstore/protobuf-specs v0.5.0 // indirect
github.com/sigstore/rekor v1.5.1 // indirect
github.com/sigstore/rekor-tiles/v2 v2.2.1 // indirect
github.com/sigstore/sigstore v1.10.5 // indirect
github.com/sigstore/sigstore-go v1.1.4 // indirect
github.com/sigstore/timestamp-authority/v2 v2.0.6 // indirect
github.com/sirupsen/logrus v1.9.4 // indirect
github.com/spf13/afero v1.15.0 // indirect
github.com/spf13/cast v1.10.0 // indirect
github.com/spf13/cobra v1.10.2 // indirect
github.com/spf13/pflag v1.0.10 // indirect
github.com/spf13/viper v1.21.0 // indirect
github.com/subosito/gotenv v1.6.0 // indirect
github.com/theupdateframework/go-tuf v0.7.0 // indirect
github.com/theupdateframework/go-tuf/v2 v2.4.1 // indirect
github.com/transparency-dev/formats v0.1.0 // indirect
github.com/transparency-dev/merkle v0.0.2 // indirect
github.com/vbatts/tar-split v0.12.2 // indirect
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.67.0 // indirect
go.opentelemetry.io/otel v1.42.0 // indirect
go.opentelemetry.io/otel/metric v1.42.0 // indirect
go.opentelemetry.io/otel/trace v1.42.0 // indirect
go.yaml.in/yaml/v2 v2.4.4 // indirect
go.yaml.in/yaml/v3 v3.0.4 // indirect
go.yaml.in/yaml/v4 v4.0.0-rc.4 // indirect
golang.org/x/crypto v0.51.0 // indirect
golang.org/x/mod v0.36.0 // indirect
golang.org/x/net v0.54.0 // indirect
golang.org/x/oauth2 v0.36.0 // indirect
golang.org/x/sync v0.20.0 // indirect
golang.org/x/sys v0.44.0 // indirect
golang.org/x/term v0.43.0 // indirect
golang.org/x/text v0.37.0 // indirect
golang.org/x/tools v0.45.0 // indirect
google.golang.org/genproto/googleapis/api v0.0.0-20260316180232-0b37fe3546d5 // indirect
google.golang.org/genproto/googleapis/rpc v0.0.0-20260316180232-0b37fe3546d5 // indirect
google.golang.org/grpc v1.80.0 // indirect
google.golang.org/protobuf v1.36.12-0.20260120151049-f2248ac996af // indirect
k8s.io/apimachinery v0.36.1 // indirect
k8s.io/klog/v2 v2.140.0 // indirect
k8s.io/utils v0.0.0-20260210185600-b8788abfbbc2 // indirect
sigs.k8s.io/kind v0.31.0 // indirect
sigs.k8s.io/yaml v1.6.0 // indirect
)
tool github.com/google/ko
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