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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>
42 lines
1.4 KiB
Plaintext
42 lines
1.4 KiB
Plaintext
# Copyright 2026 Google LLC
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# Example environment variables for Substrate development.
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# Copy this file to .ate-dev-env.sh and customize it for your environment.
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export PROJECT_ID=${USER}-gke-dev
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export PROJECT_NUMBER=$(gcloud projects describe ${PROJECT_ID} --format="value(projectNumber)")
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export GCE_REGION=us-central1
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export CLUSTER_LOCATION=us-central1-c
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export NETWORK=default
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export SUBNETWORK=default
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export CLUSTER_NAME=substrate-poc
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export CLUSTER_VERSION=1.35.0-gke.2398000
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export NODE_POOL_NAME=gvisor-pool
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export NODE_POOL_VERSION=1.35.0-gke.2398000
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export GVISOR_NODE_MACHINE_TYPE=c3-standard-4
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# Set this if you are using an existing cluster with a different context name.
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export KUBECTL_CONTEXT=
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export BUCKET_NAME=snapshot-substrate-test-${PROJECT_ID}
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export KO_DOCKER_REPO="gcr.io/${PROJECT_ID}/ate-images"
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# Set this if you want to override the default build platforms
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export KO_DEFAULTPLATFORMS=linux/amd64
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