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feat(optimization): enforce run-context usage, budgets, and cancellation in the prompt optimizers (RFC #6357, PR 2/2) #6359

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feat(optimization): enforce run-context usage, budgets, and cancellation in the prompt optimizers (RFC #6357, PR 2/2) #6359

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e726c58
feat(optimization): add run-scoped usage, budget, and cancellation co…
caohy1988 Jul 10, 2026
f345eee
align contracts with revised RFC: call/run status split, indeterminat…
caohy1988 Jul 10, 2026
bd5b94d
harden contracts per adversarial review: terminal state machine, froz…
caohy1988 Jul 10, 2026
9ed15ac
atomic settlement, complete terminal observation, truthful failure ty…
caohy1988 Jul 11, 2026
815eded
round-3 contracts: success invariant boundary, complete field normali…
caohy1988 Jul 11, 2026
b12baac
expose terminal provenance on the snapshot (terminal_from_provider_call)
caohy1988 Jul 11, 2026
d0b10d5
round-4 contracts: boundary-hostile inputs cannot strand or corrupt t…
caohy1988 Jul 11, 2026
e948370
round-3 enforcement: pre-admission request build, exception-complete …
caohy1988 Jul 11, 2026
8a19693
round-4 enforcement: governed request-construction failures are FAILE…
caohy1988 Jul 11, 2026
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48 changes: 48 additions & 0 deletions src/google/adk/optimization/__init__.py
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Expand Up @@ -11,3 +11,51 @@
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

"""Agent optimization: run-scoped governance surface (experimental).

The run-context contract is exported here as the supported public surface;
optimizer and sampler classes remain importable from their submodules.
"""

from ._run_context import ContextAlreadyAttachedError
from ._run_context import ModelCallEvent
from ._run_context import ModelCallState
from ._run_context import OptimizationBudgetExceeded
from ._run_context import OptimizationBudgets
from ._run_context import OptimizationCancelledError
from ._run_context import OptimizationFailedError
from ._run_context import OptimizationProviderError
from ._run_context import OptimizationRunContext
from ._run_context import OptimizationRunContextError
from ._run_context import OptimizationRunFinalizedError
from ._run_context import OptimizationRunSnapshot
from ._run_context import OptimizerCapabilities
from ._run_context import RunStatus
from ._run_context import STAGE_CANDIDATE_GENERATION
from ._run_context import STAGE_REFLECTION
from ._run_context import TokenBudgetStatus
from ._run_context import UnsupportedOptimizationContextError
from ._run_context import UsageCoverage

__all__ = [
"ContextAlreadyAttachedError",
"ModelCallEvent",
"ModelCallState",
"OptimizationBudgetExceeded",
"OptimizationBudgets",
"OptimizationCancelledError",
"OptimizationFailedError",
"OptimizationProviderError",
"OptimizationRunContext",
"OptimizationRunContextError",
"OptimizationRunFinalizedError",
"OptimizationRunSnapshot",
"OptimizerCapabilities",
"RunStatus",
"STAGE_CANDIDATE_GENERATION",
"STAGE_REFLECTION",
"TokenBudgetStatus",
"UnsupportedOptimizationContextError",
"UsageCoverage",
]
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