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0.52.4 - 2026-08-19

  • [memory commands] memory create now defaults to VIKINGDB_MEMORY on BytePlus and fails early when MEM0 is passed explicitly or through --json; Volcengine still defaults to MEM0.
  • [migrate commands] Dify migration now detects Dify DSL by YAML content, so it can handle Dify exports with arbitrary file names or nested paths while avoiding ordinary YAML files with matching names.
  • [Harness Sidecar] Release builds improve managed Harness Sidecar builds by requiring the current CLI-managed Dockerfile structure, isolating and enabling Code Pipeline cache by managed base image digest, and sizing TOS upload timeouts from the archive size.
  • [Harness Sidecar] harness sidecar resolve now warns when the ops profile disables mcp_resilience, making the disabled SQL read-only protection visible before release.

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0.52.3 - 2026-08-18

  • [Sandbox commands] sandbox list can inspect sandbox sessions or tools: it reads the local session cache by default, supports --tools for the local tool cache, supports --remote for remote tools or remote sessions under a specified tool, and filters by tool id, name, type, and status.
  • [Harness Sidecar] Managed Harness Sidecar release improves release recovery. After the runtime reaches Ready, the CLI waits for the key_auth APIG binding; when the release API response is ambiguous but the runtime has already started releasing or the new version is ready, the CLI continues the flow instead of triggering release again.
  • [Harness Sidecar] Managed Harness Sidecar runtime recovery can preserve the current serving version and update in place when it is still the only serving version and every newer version has failed; when safe recovery cannot be confirmed, the command fails and requires explicit reconciliation.
  • [Harness Sidecar] Release builds preserve application-declared veadk-python and agentkit_sdk_python dependencies for managed Sidecar builds, remove the retired standalone agentkit-harness-sidecar-integration package, and change TOS build-context uploads to a 120-second timeout with one retry for retryable network errors.

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0.52.2 - 2026-08-14

  • [chat commands] chat starts OAuth-bound conversations with shared Harnesses published through tenant login discovery aliases, with sessions isolated by verified user identity.
  • [eval commands] eval backend resolves Coze or TEA through the AgentKit evaluation gateway by default and provides --cache-refresh and --verbose for inspecting backend coordinates and troubleshooting TEA requests.
  • [eval commands] dataset, evaluator, and target commands expand TEA evaluation support with dataset updates and versions, evaluator template details, draft updates and version submission, plus source evaluation target and target-version listing.
  • [eval commands] eval run supports explicit TEA dataset versions, evaluator versions, source target types, and target versions, and returns the TEA run ID with the experiment ID.
  • [Harness] Harness configuration supports private networking, capacity, shared database sessions, and managed model egress for shared OAuth Harnesses, and verifies identity, image, and scaling bindings after deployment.
  • [invoke commands] invoke run no longer reuses the login session id_token automatically for custom_jwt Runtimes; generic invocation now requires an explicit OAuth token through --headers, while shared OAuth Harness chat uses chat.
  • [Sandbox commands] sandbox create provides --llm-shield-app-id for enabling LLM Shield on Skill sandbox tools.

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0.52.1 - 2026-08-12

  • [Harness Sidecar] Harness Sidecar commands provide harness sidecar catalog and harness sidecar resolve for printing the Product Component Catalog and resolving profiles plus component switches into a verifiable Sidecar plan before release.
  • [Harness Sidecar] Release configuration supports managed harness_sidecar config, provides runtime descriptions, create-time tags, and Code Pipeline workspace / pipeline pinning fields, and derives Auto TOS buckets from the cloud provider, region, and account.
  • [Harness Sidecar] release provides --json for managed Harness Sidecar releases, emitting newline-delimited build, deploy, runtime-id, and final-result events and verifying the Sidecar, model proxy, and required MCP gateway after release.
  • [Harness Sidecar] Release flow now matches existing Runtimes by exact name. For managed Harness Sidecar releases, states that require recreation now require explicit reconciliation instead of automatically deleting an existing runtime.
  • [Sandbox commands] sandbox config --list now prints the current .agentkit/sandbox.yaml file instead of listing inferred default model, network, and tool settings.

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0.52.0 - 2026-08-11

  • [Auth commands] The CLI can now read /.well-known/agentkit-cli discovery documents from custom login addresses that include a single tenant path segment, with stricter validation for remote addresses, discovery fields, regions, cloud providers, and STS coordinates. When logging in through a remote discovery document, the CLI saves the profile only after login succeeds.
  • [Auth commands] auth admin publish now accepts existing --issuer, --client-id, --role-trn, and --provider-trn values, so cross-account identity setups can publish only the discovery document; it also supports --domain for returning a custom login domain whose CNAME and HTTPS certificate are already configured.
  • [Auth commands] Auth Admin can use valid STS credentials from the current CLI SSO profile for management operations, and uses built-in service endpoints for those operations so project or user-wide endpoint overrides do not affect privileged setup.
  • [Installation] The install flow keeps the standalone CLI ahead of same-named commands installed through pip, pipx, venv, or Conda in zsh, bash, or fish, and uninstall restores original commands and shell configuration entries that are still managed by the installer.
  • [Configuration] Config commands validate region values, accepting only lowercase, hyphen-separated region codes so invalid regions cannot enter service endpoints or request signing.

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0.51.2 - 2026-08-11

  • [Model Gateway commands] Model Gateway supports gateway activation, model provider and consumer management, and generation of curl, OpenAI, Anthropic, or AgentKit calling examples from authorized models.
  • [invoke commands] invoke run now follows the Python SDK invocation contract, resolving targets from agentkit.yaml, Runtime IDs, or endpoints, accepting JSON payloads and headers, and selecting /invoke, ADK /run_sse, or A2A automatically; it can also print raw streaming events or show reasoning content when needed.
  • [harness commands] harness invoke directly invokes a deployed Harness with per-request overrides for the model, system prompt, tools, skills, runtime backend, A2A registry, and maximum LLM calls, with either invoke or run_sse transport.
  • [Auth commands] Identity-only mode lets login --identity-only and auth profile set --identity-only store only the OIDC session. For matching custom_jwt Harness invocations, the CLI can forward that user identity without creating management credentials.
  • [Auth commands] Auth Admin generated SSO policies now include permissions for listing sandbox sessions, restoring session snapshots, and querying tool types, so sandbox-related SSO workflows have the required access.
  • [Sandbox commands] Creation, initialization, and preview flows are now more predictable: sandbox create --envs can inject repeatable environment variables, sandbox init writes the current built-in base image into generated Dockerfiles, and sandbox web opens the sandbox home directory in the remote browser. Initial .agentkit/sandbox.yaml files no longer persist inferred model defaults, and the Model Square default model is now deepseek-v4-flash-ga-260731.
  • [migrate commands] Dify migration extracts Workflow and Chatflow nodes, edges, variables, features, and dependencies before migration while redacting sensitive fields.

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0.51.1 - 2026-08-06

  • Fixed missing bundled assets in standalone distributions so lifecycle commands and sandbox dashboard can load templates and web terminal assets correctly after installation.

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0.51.0 - 2026-08-05

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0.50.9 - 2026-08-03

  • Added global --provider, the top-level config command, and region selection for init, Harness, and migration.
  • Completed BytePlus project switching, MCP service mapping, build images, and migration.

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0.50.8 - 2026-07-31

  • Added deploy config --provider for selecting the cloud provider when generating agentkit.yaml.
  • Switched BytePlus deployments to the corresponding base images.

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0.50.7 - 2026-07-31

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0.50.6 - 2026-07-31

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0.50.5 - 2026-07-31

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0.50.4 - 2026-07-30

  • Relaxed wording checks for migration plans to improve compatibility across source projects.

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0.50.3 - 2026-07-30

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0.50.2 - 2026-07-29

  • Added BytePlus resource routing to deployment configuration, establishing the base for the complete multi-cloud deployment flow.

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0.50.1 - 2026-07-29

  • Changed Runtime defaults to 2 vCPU, 4 GiB of memory, and one minimum instance; see agentkit.yaml.
  • Added migrate --project for selecting the project used by remote migration.

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0.50.0 - 2026-07-28

  • Added Auth Admin credential management.
  • Added Skill Space references and request-level overrides to Harness.
  • Released the revised sandbox commands for configuration, creation, terminal, file, and invocation workflows.

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0.46.7 - 2026-07-22

  • Added remote Dify and arbitrary-source support to migration.
  • Added per-resource region and project overrides plus Runtime private-network settings to agentkit.yaml.

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0.46.6 - 2026-07-19

  • Published the AgentKit CLI command reference and the agentkit.yaml-based build and deployment documentation.
Last modified on September 19, 2026