Models: I

IdentityProviderCollectionPage

• data: list[Annotated[kindgi.client.OidcIdentityProviderConfig | kindgi.client.SamlIdentityProviderConfig | kindgi.client.IdentityProviderConfigUnrecognized, <kindgi.client._open.OpenUnion object at 0x1086d7650>]]
• has_more: bool | None (hasMore on the wire) (optional)
• changes: Optional[Annotated[Union[Literal['tenant', 'operator'], str], <kindgi.client._open.OpenEnum object at 0x107c4bdd0>]] (optional)

IdentityProviderConfigUnrecognized

A kind this client doesn't know yet, from a newer runtime: the object as it came, every field kept.

• kind: str

IdentityProviderSignIn1

What to give the identity provider so it can send people back: set by the deployment on what it returns, ignored on registration. OIDC: redirectUri. SAML: spEntityId, acsUrl, spMetadataUrl.

• redirect_uri: AnyUrl (redirectUri on the wire)

IdentityProviderSignIn2

What to give the identity provider so it can send people back: set by the deployment on what it returns, ignored on registration. OIDC: redirectUri. SAML: spEntityId, acsUrl, spMetadataUrl.

• sp_entity_id: str (spEntityId on the wire)
• acs_url: AnyUrl (acsUrl on the wire)
• sp_metadata_url: AnyUrl (spMetadataUrl on the wire)

IdentityProviderSignInUrls

What to give the identity provider so it can send people back, for a provider under this providerId: the same before it's registered, after, and after an unregister and a new registration, so the identity provider's side can be set up first. Not secrets: they're in every sign-in's browser redirects.

• provider_id: str (providerId on the wire)
• kind: Union[Literal['oidc', 'saml'], str]
• sign_in: kindgi.client.IdentityProviderSignIn1 | kindgi.client.IdentityProviderSignIn2 (signIn on the wire)
• registered: bool

IdentitySessionCollectionPage

• data: list[kindgi.client.IdentitySessionSummary]
• has_more: bool (hasMore on the wire)
• next_cursor: str | None (nextCursor on the wire) (optional)

IdentitySessionSummary

Wire-safe subset of a session. Excludes provider access-token / refresh-token — those never cross the wire, even to admins.

• session_id: str (sessionId on the wire)
• user_id: str (userId on the wire)
• provider_id: str (providerId on the wire)
• created_at: AwareDatetime (createdAt on the wire)
• expires_at: AwareDatetime (expiresAt on the wire)
• scopes: list[str]
• revoked_at: AwareDatetime | None (revokedAt on the wire) (optional)

IdpCertificate

• root: str

ImproveBody

Start an improvement pass.

• agent_id: str (agentId on the wire)
• from_version: str | None (fromVersion on the wire) (optional)
• scope: kindgi.client.LiveScopeTenant | kindgi.client.LiveScopeOrg | kindgi.client.LiveScopeProject | kindgi.client.LiveScopeSegment | kindgi.client.LiveScopeUnrecognized
• suite_id: str (suiteId on the wire)
• tiers: list[Literal['settings', 'prompt']] | None (optional)
• model: kindgi.client.Model2 | None (optional)
• candidates: int | None (optional)
• class_weights: Optional[Literal['as-recorded', 'restricted-only']] (classWeights on the wire) (optional)
• objective: Optional[Literal['weightedYesShare', 'weightedPrecisionAtK']] (optional)
• budget: kindgi.client.Budget2 | None (optional)

ImproveScheduleInput

An improve schedule's config.input. Each fire counts the trusted "no" judgments (recorded under a restricted judge class) on the agent's runs in the scope since its last pass. When there are enough, across enough runs and judges, it starts a pass on a fresh test set of those runs; otherwise the fire is skipped, saying which count was short. A pass that proposes asks for the review at once.

• tiers: list[Literal['settings', 'prompt']] | None (optional)
• objective: Optional[Literal['weightedYesShare', 'weightedPrecisionAtK']] (optional)
• class_weights: Optional[Literal['as-recorded', 'restricted-only']] (classWeights on the wire) (optional)
• model: kindgi.client.Model4 | None (optional)
• candidates: int | None (optional)
• budget: kindgi.client.Budget3 | None (optional)
• threshold: kindgi.client.Threshold | None (optional)
• monthly_cap_usd: float | None (monthlyCapUsd on the wire) (optional)

ImproveScheduleTarget

What an improve schedule works on: the agent, and the live scope its passes propose for and count judgments in.

• agent_id: str (agentId on the wire)
• scope: kindgi.client.LiveScopeTenant | kindgi.client.LiveScopeOrg | kindgi.client.LiveScopeProject | kindgi.client.LiveScopeSegment | kindgi.client.LiveScopeUnrecognized

ImprovementBudget

• max_cost_usd: float (maxCostUsd on the wire)
• max_candidates: int (maxCandidates on the wire)

ImprovementPass

An improvement pass: the runtime looking for better values for an agent version's tunable settings (x-kindgi-tunable) on a test set, within a budget. Its best candidate becomes an improvement proposal.

• id: uuid.UUID
• agent_id: str (agentId on the wire)
• from_version: str (fromVersion on the wire)
• scope: kindgi.client.LiveScopeTenant | kindgi.client.LiveScopeOrg | kindgi.client.LiveScopeProject | kindgi.client.LiveScopeSegment | kindgi.client.LiveScopeUnrecognized
• suite_id: str (suiteId on the wire)
• tiers: list[Annotated[Union[Literal['prompt', 'settings'], str], <kindgi.client._open.OpenEnum object at 0x107c4bdd0>]]
• objective: Union[Literal['weightedYesShare', 'weightedPrecisionAtK'], str]
• class_weights: Optional[Annotated[Union[Literal['as-recorded', 'restricted-only'], str], <kindgi.client._open.OpenEnum object at 0x107c4bdd0>]] (classWeights on the wire) (optional)
• model: kindgi.client.Model1 | None (optional)
• candidates: int | None (optional)
• budget: kindgi.client.ImprovementBudget
• requested_by: str (requestedBy on the wire)
• status: Union[Literal['running', 'completed', 'failed', 'cancelled'], str]
• candidates_evaluated: int (candidatesEvaluated on the wire)
• cost_usd: str (costUsd on the wire)
• outcome: kindgi.client.ImprovementPassOutcome | None (optional)
• cancel_reason: str | None (cancelReason on the wire) (optional)
• comparisons: list[kindgi.client.Comparison1] | None (optional)
• trigger: kindgi.client.Trigger | None (optional)
• created_at: AwareDatetime (createdAt on the wire)
• updated_at: AwareDatetime (updatedAt on the wire)
• finished_at: AwareDatetime | None (finishedAt on the wire) (optional)

ImprovementPassCollectionPage

• data: list[kindgi.client.ImprovementPass]
• has_more: bool (hasMore on the wire)
• next_cursor: str | None (nextCursor on the wire) (optional)

ImprovementPassFinishedEvent

An improvement pass ended (completed, failed or cancelled): one a person started, or one an improve schedule did. Its outcome names the proposal it wrote, if it wrote one.

• id: str
• type: Literal['improvement-pass.finished']
• created_at: AwareDatetime (createdAt on the wire)
• data: kindgi.client.Data1

ImprovementPassOutcome

What a finished pass found. proposed: its best candidate beat the current values on the test set's hold-out part, so it wrote an improvement proposal (proposalId) for a reviewer to decide. nothing-found: no candidate beat them by more than the noise, or within the budget (reason; holdOut has the best candidate's numbers when one got that far). failed: message says why.

• kind: Union[Literal['proposed', 'nothing-found', 'failed'], str]
• proposal_id: uuid.UUID | None (proposalId on the wire) (optional)
• reason: str | None (optional)
• hold_out: kindgi.client.HoldOut | None (holdOut on the wire) (optional)
• message: str | None (optional)

InstructionType

• root: str

Instructions

• root: str

InviteEmail

Whether the invitation was emailed, and why not: no-email (the person has no email, so isn't invited), not-requested (sendInvite: false), not-configured (the deployment sends no email), send-failed (the mail server refused it or didn't answer), capped (the workspace, or the whole deployment, has sent as many invitation emails as it may in 24 hours). An invitation not emailed is still open: tell them yourself.

• sent: bool
• reason: Optional[Annotated[Union[Literal['no-email', 'not-requested', 'not-configured', 'send-failed', 'capped'], str], <kindgi.client._open.OpenEnum object at 0x107c4bdd0>]] (optional)

InviteRenewed

The person, with their invitation's new expiry, and whether it was emailed.

• user: kindgi.client.UserRecord
• invite_email: kindgi.client.InviteEmail (inviteEmail on the wire)