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<palign="center"><imgalt="Real local Web UI demo"src="docs-site/public/assets/ksadk-local-debugging-demo.gif"width="860" /></p>
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## 0.8.0 Review Candidate
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`0.8.0` is an in-review candidate branch, not a published PyPI or npm release. It brings RuntimeEvent, AG-UI/A2UI, A2A, Harness, and CodexRuntime into one runtime boundary while retaining the `/v1/responses` and `/v1/chat/completions` compatibility surfaces.
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-**Hosted UI:** AG-UI/A2UI is capability-selected; the established Responses transport remains the fallback when it is unavailable.
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-**Event diagnosis:**`ksadk replay <session-id>` reads persisted RuntimeEvent history and can narrow investigation with `--after-seq-id` / `--before-seq-id`. It never runs a model, tool, or approval side effect again.
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-**Managed A2A (experimental):** AgentEngine composes trusted ingress through its Gateway and Space-scoped outbound clients. The first external-Agent release supports only `external_public`, governed by `Network.EnablePublicAccess` and a constrained NAT transport; `external_vpc` is not yet available.
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-**Codex Managed Runtime (new):** use an `agentengine.yaml` without `agent.py` to debug Codex natively on macOS, Windows, and Linux. Direct deployment sends an inline manifest rather than a KS3 code archive; the cloud selects a pinned Linux Runtime image.
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-**Framework migration:** Prefer LangGraph, Google ADK, or the `RuntimeAdapter` contract for new integrations. Legacy LangChain continuity/HITL is not a `0.8` compatibility commitment.
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Read the [Codex Managed Runtime guide](https://kingsoftcloud.github.io/ksadk-python/en/docs/framework/guides/managed-runtime/), the [Hosted UI and event replay guide](https://kingsoftcloud.github.io/ksadk-python/en/docs/framework/guides/hosted-ui-events/), the [managed A2A Runtime guide](https://kingsoftcloud.github.io/ksadk-python/en/docs/framework/guides/a2a-runtime/), the [HarnessApp guide](https://kingsoftcloud.github.io/ksadk-python/en/docs/framework/guides/harness-app/), and the [0.8.0 changelog](CHANGELOG.md).
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## Why KsADK
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Most agent frameworks solve how to build agents. KsADK solves how to run, debug, deploy, and observe them.
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