diff --git a/.github/workflows/rw-python-tests.yaml b/.github/workflows/rw-python-tests.yaml
index e76226cd6..f429c5774 100644
--- a/.github/workflows/rw-python-tests.yaml
+++ b/.github/workflows/rw-python-tests.yaml
@@ -11,7 +11,7 @@ jobs:
     if: ${{inputs.changed-python-modules == 'true'}}
     strategy:
       matrix:
-        python_version: [py314, py313, py312, py311, py310]
+        python_version: [py315, py314, py313, py312, py311]
     steps:
       - name: Checkout
         uses: actions/checkout@v5
diff --git a/.sonar.settings b/.sonar.settings
index c490c5659..06636a365 100644
--- a/.sonar.settings
+++ b/.sonar.settings
@@ -1,4 +1,4 @@
 # (C) 2021 GoodData Corporation
 sonar.sources=gooddata-sdk,gooddata-fdw,gooddata-pandas,gooddata-flight-server,gooddata-flexconnect
 sonar.exclusions=gooddata-api-client/**/*
-sonar.python.version=3.10, 3.11, 3.12, 3.13
+sonar.python.version=3.11, 3.12, 3.13, 3.14, 3.15
diff --git a/.sonarcloud.properties b/.sonarcloud.properties
index 7159585dc..4664e92a5 100644
--- a/.sonarcloud.properties
+++ b/.sonarcloud.properties
@@ -1,4 +1,4 @@
 # (C) 2022 GoodData Corporation
 sonar.sources=gooddata-sdk,gooddata-fdw,gooddata-pandas,gooddata-flight-server,gooddata-flexconnect
 sonar.exclusions=gooddata-api-client/**/*
-sonar.python.version=3.10, 3.11, 3.12, 3.13
+sonar.python.version=3.11, 3.12, 3.13, 3.14, 3.15
diff --git a/AGENTS.md b/AGENTS.md
index 96596819c..ecd6d70f5 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -5,7 +5,7 @@ helpers, managed as one `uv` workspace on a single shared version number.
 
 ## Tech Stack
 
-- **Python** — `>=3.10` is the published floor; develop on 3.14. Tests run py310–py314.
+- **Python** — `>=3.11` is the published floor; develop on 3.14. Tests run py311–py315.
 - **uv** workspace (`uv ~= 0.12`) — one lock file at the root covers every package.
 - **ruff** — lint and format. Line length 120, Google docstring convention.
 - **ty** — type checking. Not mypy; `make type-check` runs `uv run ty check`.
@@ -86,7 +86,7 @@ meaningless once an earlier one has failed.
 TEST_ENVS=py314 make -C packages/<name> test
 ```
 
-`py314` is the fastest useful signal. Drop `TEST_ENVS` to run the full py310–py314 matrix
+`py314` is the fastest useful signal. Drop `TEST_ENVS` to run the full py311–py315 matrix
 the way CI does — slow, and worth it only when the change could be version-sensitive.
 
 ### 4. If a shared package changed, validate a consumer
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 72c3daec8..93ec900b6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -2,7 +2,7 @@
 
 ## Getting Started
 
-1. Ensure you have at minimum Python 3.14 installed; Python 3.13, 3.12, 3.11 and 3.10 are optional for multi-environment tests
+1. Ensure you have at minimum Python 3.14 installed; Python 3.15, 3.13, 3.12 and 3.11 are optional for multi-environment tests
 
    This repo uses [tox](https://tox.readthedocs.io/en/latest/) and by default will try to run tests against all
    supported versions. If you have only subset of supported python interpreters installed, see
@@ -172,7 +172,7 @@ Here are the options how to run the tests:
     - or execute `tox` command with arguments of your choice
   ```bash
   cd packages/gooddata-sdk
-  tox -e py310
+  tox -e py311
   ```
 - run tests for all non-client projects using `make test` in project root directory
 
@@ -185,7 +185,7 @@ Tests triggered by `make` can be controlled via these environment variables:
 - `TEST_ENVS` - define tox test environments (targets) as comma-separated list, by default all tox default targets are
   executed
   ```bash
-  TEST_ENVS=py311,py310 make test
+  TEST_ENVS=py312,py311 make test
   ```
 - `ADD_ARGS` - send additional arguments to pytest tool, useful for pin-pointing just part of tests
   ```bash
@@ -384,9 +384,9 @@ venv automatically. So when docker tox tests are executed after localhost tests
   cd packages/gooddata-sdk
   make test-ci
   ```
-- run all tests containing `http_headers` in name for py311 and py310 for all projects
+- run all tests containing `http_headers` in name for py312 and py311 for all projects
   ```bash
-  TEST_ENVS=py311,py310 ADD_ARGS="-k http_headers" make test-ci
+  TEST_ENVS=py312,py311 ADD_ARGS="-k http_headers" make test-ci
   ```
 - run tests on localhost against microservices started with docker-compose
   ```bash
diff --git a/ci_tests.mk b/ci_tests.mk
index 43b283ec1..ad4b8826a 100644
--- a/ci_tests.mk
+++ b/ci_tests.mk
@@ -1,5 +1,5 @@
 # (C) 2021 GoodData Corporation
-IN_TEST_ENVS = py314,py313,py312,py311,py310
+IN_TEST_ENVS = py315,py314,py313,py312,py311
 ifdef TEST_ENVS
 	IN_TEST_ENVS = $(TEST_ENVS)
 endif
@@ -35,10 +35,6 @@ endif
 
 
 # Targets to build docker file for each python version
-.PHONY: test-ci-py310-build
-test-ci-py310-build: Dockerfile
-	docker build --build-arg "PY_TAG=3.10.19-slim-bookworm" --build-arg "ENV_TAG=py310" -t python-sdk:py310 .
-
 .PHONY: test-ci-py311-build
 test-ci-py311-build: Dockerfile
 	docker build --build-arg "PY_TAG=3.11.14-slim-bookworm" --build-arg "ENV_TAG=py311" -t python-sdk:py311 .
@@ -55,6 +51,10 @@ test-ci-py313-build: Dockerfile
 test-ci-py314-build: Dockerfile
 	docker build --build-arg "PY_TAG=3.14.3-slim-bookworm" --build-arg "ENV_TAG=py314" -t python-sdk:py314 .
 
+.PHONY: test-ci-py315-build
+test-ci-py315-build: Dockerfile
+	docker build --build-arg "PY_TAG=3.15.0rc3-slim-bookworm" --build-arg "ENV_TAG=py315" -t python-sdk:py315 .
+
 # test-ci target triggers unit tests for each requested environment
 .PHONY: test-ci
 test-ci: $(TEST_CI_ENVS)
diff --git a/packages/gooddata-dbt/pyproject.toml b/packages/gooddata-dbt/pyproject.toml
index 93ef7a6b2..2de5901d7 100644
--- a/packages/gooddata-dbt/pyproject.toml
+++ b/packages/gooddata-dbt/pyproject.toml
@@ -8,7 +8,7 @@ license = "MIT"
 authors = [
     {name = "GoodData", email = "support@gooddata.com"}
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "gooddata-sdk~=1.76.0",
     "pyyaml>=6.0",
@@ -20,11 +20,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 4 - Beta",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-dbt/tox.ini b/packages/gooddata-dbt/tox.ini
index 60e6f16db..5292b65fd 100644
--- a/packages/gooddata-dbt/tox.ini
+++ b/packages/gooddata-dbt/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2023 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-eval/pyproject.toml b/packages/gooddata-eval/pyproject.toml
index 5ea54b445..79eab8844 100644
--- a/packages/gooddata-eval/pyproject.toml
+++ b/packages/gooddata-eval/pyproject.toml
@@ -9,7 +9,7 @@ authors = [
     {name = "GoodData", email = "support@gooddata.com"}
 ]
 keywords = ["gooddata", "ai", "evaluation", "llm", "analytics", "cli"]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "gooddata-sdk~=1.76.0",
     "httpx>=0.27,<1.0",
@@ -21,10 +21,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 4 - Beta",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
+    "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
     "Typing :: Typed",
diff --git a/packages/gooddata-eval/src/gooddata_eval/cli/main.py b/packages/gooddata-eval/src/gooddata_eval/cli/main.py
index a724a8bac..95adc352d 100644
--- a/packages/gooddata-eval/src/gooddata_eval/cli/main.py
+++ b/packages/gooddata-eval/src/gooddata_eval/cli/main.py
@@ -5,7 +5,7 @@
 import os
 import sys
 import threading
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from pathlib import Path
 from typing import get_args
 
@@ -498,7 +498,7 @@ def _run(config: RunConfig) -> int:
     _reject_power_gate_on_ungated_items(config, items)
     _warn_if_local_dataset_cannot_link(config, agentic_items)
     models = config.models or []
-    run_ts = datetime.now(timezone.utc).strftime("%Y-%m-%d-%H-%M")
+    run_ts = datetime.now(UTC).strftime("%Y-%m-%d-%H-%M")
     n_models = len(models) if models else 1
 
     controller = WorkspaceModelController(config.host, config.token, config.workspace_id)
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_catalog.py b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_catalog.py
index 603c2811e..f583d8219 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_catalog.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_catalog.py
@@ -2,14 +2,14 @@
 from __future__ import annotations
 
 from dataclasses import dataclass, field
-from enum import Enum
+from enum import StrEnum
 
 
-class AnomalyDetectionGranularity(str, Enum):
+class AnomalyDetectionGranularity(StrEnum):
     """Detection intervals an anomaly alert accepts.
 
-    Mirrors gen-ai's enum of the same name; `StrEnum` is unavailable on the 3.10 floor, so
-    the `str` mixin carries the comparison against the raw tool argument.
+    Mirrors gen-ai's enum of the same name; being a `StrEnum`, members compare equal to the
+    raw tool argument.
     """
 
     HOUR = "HOUR"
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_langfuse.py b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_langfuse.py
index f6e9ff5b5..ecfef494b 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_langfuse.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_langfuse.py
@@ -9,7 +9,7 @@
 import time
 from collections.abc import Iterator
 from contextlib import contextmanager
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 from typing import Any
 
 from gooddata_eval.core.agentic._trace_linker import link_cancel_event, linking_is_inline, warn_from_worker
@@ -230,7 +230,7 @@ def find_traces_per_conversation(
         return dict.fromkeys(conversation_ids)
 
     by_conv: dict[str, Any] = dict.fromkeys(conversation_ids)
-    window_end = window_end or datetime.now(timezone.utc)
+    window_end = window_end or datetime.now(UTC)
     pad = timedelta(seconds=_WINDOW_PADDING_SEC)
 
     # One budget for the whole item. Per conversation it would multiply by --runs, and the
@@ -282,7 +282,7 @@ def _span_window(trace: Any, window: tuple[datetime, datetime] | None) -> tuple[
         return start, end
     if window is not None:
         return window
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     return now, now
 
 
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_trace_linker.py b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_trace_linker.py
index de77ca445..6cf490429 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/agentic/_trace_linker.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/agentic/_trace_linker.py
@@ -17,7 +17,7 @@
 from collections.abc import Callable
 from concurrent.futures import ThreadPoolExecutor
 from dataclasses import dataclass
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any, Protocol
 
 from gooddata_eval.core._output import emit_line
@@ -93,7 +93,7 @@ def link_cancel_event() -> threading.Event | None:
 
 def utc_now() -> datetime:
     """Now, in UTC. One spelling, so a pinned trace window cannot drift by timezone."""
-    return datetime.now(timezone.utc)
+    return datetime.now(UTC)
 
 
 def open_trace_window(langfuse: Any) -> tuple[Any, datetime]:
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/dataset/from_insights.py b/packages/gooddata-eval/src/gooddata_eval/core/dataset/from_insights.py
index 332dc48c7..775f70a78 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/dataset/from_insights.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/dataset/from_insights.py
@@ -20,7 +20,7 @@
 import re
 import sys
 import unicodedata
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from pathlib import Path
 
 from gooddata_sdk.catalog.workspace.aac import declarative_visualization_to_aac
@@ -291,7 +291,7 @@ def fetch_snapshot(sdk, workspace_id: str) -> dict:
     ldm = sdk.catalog_workspace_content.get_declarative_ldm(workspace_id).ldm.to_dict(camel_case=True)
     return {
         "workspace_id": workspace_id,
-        "fetched_at": datetime.now(timezone.utc).isoformat(),
+        "fetched_at": datetime.now(UTC).isoformat(),
         "analytics": analytics,
         "display_names": build_display_names(analytics, ldm),
     }
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/client.py b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/client.py
index 1441457ec..e5b4c997e 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/client.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/client.py
@@ -9,7 +9,7 @@
 import threading
 import time
 import uuid
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any
 
 import httpx
@@ -102,7 +102,7 @@ def create(
         dataset_id = self._owner.dataset_id_for_item(dataset_item_id)
         if dataset_id is None:
             raise LookupError(f"dataset item {dataset_item_id!r} not found in Langfuse")
-        now = datetime.now(timezone.utc)
+        now = datetime.now(UTC)
         span = build_experiment_root_span(
             ExperimentRun(run_name, dataset_id, metadata, run_description or None),
             ExperimentItem(dataset_item_id, input={"dataset_item_id": dataset_item_id}),
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/observations.py b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/observations.py
index 51686b8fe..0903f94fb 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/observations.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/observations.py
@@ -3,7 +3,7 @@
 
 from __future__ import annotations
 
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import TYPE_CHECKING, Any
 
 if TYPE_CHECKING:
@@ -23,7 +23,7 @@ def _parse_time(value: Any) -> datetime | None:
         parsed = datetime.fromisoformat(value.replace("Z", "+00:00"))
     except ValueError:
         return None
-    return parsed if parsed.tzinfo is not None else parsed.replace(tzinfo=timezone.utc)
+    return parsed if parsed.tzinfo is not None else parsed.replace(tzinfo=UTC)
 
 
 def _iso(value: Any) -> str:
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/otlp.py b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/otlp.py
index 2e605f734..f6d179780 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/otlp.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/otlp.py
@@ -7,7 +7,7 @@
 import secrets
 import uuid
 from dataclasses import dataclass
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import TYPE_CHECKING, Any
 
 from gooddata_eval._version import __version__
@@ -43,7 +43,7 @@
 ATTR_EXPERIMENT_ITEM_METADATA_PREFIX = "langfuse.experiment.item.metadata"
 
 _SERVICE_NAME = "gooddata-eval"
-_EPOCH = datetime(1970, 1, 1, tzinfo=timezone.utc)
+_EPOCH = datetime(1970, 1, 1, tzinfo=UTC)
 
 
 def new_trace_id() -> str:
@@ -57,7 +57,7 @@ def new_span_id() -> str:
 def unix_nano(dt: datetime) -> str:
     """Nanoseconds since the epoch as a decimal string. Naive datetimes are treated as UTC."""
     if dt.tzinfo is None:
-        dt = dt.replace(tzinfo=timezone.utc)
+        dt = dt.replace(tzinfo=UTC)
     delta = dt - _EPOCH
     nanos = (delta.days * 86400 + delta.seconds) * 1_000_000_000 + delta.microseconds * 1000
     return str(nanos)
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/sink.py b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/sink.py
index 49fc47fcc..95fdc4b56 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/langfuse/sink.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/langfuse/sink.py
@@ -5,7 +5,7 @@
 
 import os
 import sys
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 from typing import TYPE_CHECKING, Any
 
 from gooddata_eval.core.langfuse.client import HttpxLangfuseClient
@@ -108,7 +108,7 @@ def _resolve_run(self, report: ItemReport, dataset_item_id: str) -> ExperimentRu
         )
 
     def _build_span(self, report: ItemReport, dataset_item_id: str, run: ExperimentRun | None) -> Span:
-        end = datetime.now(timezone.utc)
+        end = datetime.now(UTC)
         start = end - timedelta(seconds=report.avg_latency_s)
         # "gd-eval" leads, exactly as on the agentic path, so one tag filter in Langfuse
         # finds both single-shot and agentic traces this package wrote.
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/models.py b/packages/gooddata-eval/src/gooddata_eval/core/models.py
index 142fc20f6..1dde3efb8 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/models.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/models.py
@@ -6,7 +6,7 @@
 
 import json
 import re
-from enum import Enum
+from enum import StrEnum
 from typing import Any
 
 from pydantic import BaseModel, ConfigDict, Field, field_validator
@@ -14,7 +14,7 @@
 from gooddata_eval.core.timing import PhaseTimings
 
 
-class LoopExit(str, Enum):
+class LoopExit(StrEnum):
     """Why an agentic evaluator's simulated-user loop stopped.
 
     Every agentic kind drives the agent through a loop of simulated-user turns that can end
diff --git a/packages/gooddata-eval/src/gooddata_eval/core/reporting/html_report.py b/packages/gooddata-eval/src/gooddata_eval/core/reporting/html_report.py
index dc44dd503..0df600c20 100644
--- a/packages/gooddata-eval/src/gooddata_eval/core/reporting/html_report.py
+++ b/packages/gooddata-eval/src/gooddata_eval/core/reporting/html_report.py
@@ -13,7 +13,7 @@
 
 from __future__ import annotations
 
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from pathlib import Path
 
 import orjson
@@ -107,7 +107,7 @@ def build_html(doc: dict, redact: bool = False, title: str = "gd-eval report") -
     """Render a merged report document into a standalone HTML page."""
     payload = {
         "title": title,
-        "generated_at": datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M UTC"),
+        "generated_at": datetime.now(UTC).strftime("%Y-%m-%d %H:%M UTC"),
         "redacted": redact,
         **(_redact(doc) if redact else {"runs": doc.get("runs") or {}, "comparison": doc.get("comparison") or {}}),
     }
diff --git a/packages/gooddata-eval/tests/_fake_langfuse.py b/packages/gooddata-eval/tests/_fake_langfuse.py
index b9dcd638c..c157345ab 100644
--- a/packages/gooddata-eval/tests/_fake_langfuse.py
+++ b/packages/gooddata-eval/tests/_fake_langfuse.py
@@ -13,7 +13,7 @@
 import json
 import signal
 import sys
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
 from pathlib import Path
 from threading import Thread
@@ -36,7 +36,7 @@ def observation_rows(session_id: str) -> list[dict]:
     """A gen-ai-shaped root row plus two child rows for one conversation session."""
     trace_id = _short_hash(session_id, 32)
     root_id = _short_hash(f"{session_id}:root", 16)
-    start = datetime(2026, 1, 1, tzinfo=timezone.utc)
+    start = datetime(2026, 1, 1, tzinfo=UTC)
     times = {"startTime": start.isoformat(), "endTime": (start + timedelta(seconds=_ROOT_LATENCY_SECONDS)).isoformat()}
     shared = {"traceId": trace_id, "type": "GENERATION", "sessionId": session_id, **times}
     root = {
diff --git a/packages/gooddata-eval/tests/test_agentic_general_question.py b/packages/gooddata-eval/tests/test_agentic_general_question.py
index 06609f21d..f85d1b744 100644
--- a/packages/gooddata-eval/tests/test_agentic_general_question.py
+++ b/packages/gooddata-eval/tests/test_agentic_general_question.py
@@ -3,7 +3,7 @@
 import contextlib
 import io
 import time
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from unittest.mock import MagicMock, patch
 
 import pytest
@@ -450,7 +450,7 @@ def _find(langfuse, conversation_ids, window_start, window_end=None):
             dataset_item_id="ds-item-1",
             submit_trace_link=lambda task, item_id="": submitted.append(task),
         )
-        returned_at = datetime.now(timezone.utc)
+        returned_at = datetime.now(UTC)
         time.sleep(0.05)  # the task sits in the queue behind other items
         submitted[0]()
 
diff --git a/packages/gooddata-eval/tests/test_agentic_langfuse_trace.py b/packages/gooddata-eval/tests/test_agentic_langfuse_trace.py
index c3b140fcc..10fbcd0c0 100644
--- a/packages/gooddata-eval/tests/test_agentic_langfuse_trace.py
+++ b/packages/gooddata-eval/tests/test_agentic_langfuse_trace.py
@@ -1,7 +1,7 @@
 # (C) 2026 GoodData Corporation. All rights reserved.
 # SPDX-License-Identifier: LicenseRef-GoodData-Enterprise
 import time
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 from unittest.mock import MagicMock, patch
 
 import httpx
@@ -51,7 +51,7 @@ def _fetch(langfuse, cid, window_start, window_end, pad):
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", side_effect=_fetch),
         patch("gooddata_eval.core.agentic._langfuse.time.sleep"),
     ):
-        result = find_traces_per_conversation(MagicMock(), ["conv-found", "conv-missing"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["conv-found", "conv-missing"], datetime.now(UTC))
 
     assert result["conv-found"] is found_trace
     assert result["conv-missing"] is None
@@ -69,7 +69,7 @@ def test_find_traces_per_conversation_tries_before_sleeping():
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", return_value=[found_trace]),
         patch("gooddata_eval.core.agentic._langfuse.time.sleep", side_effect=sleeps.append),
     ):
-        result = find_traces_per_conversation(MagicMock(), ["conv-1"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["conv-1"], datetime.now(UTC))
 
     assert result["conv-1"] is found_trace
     assert sleeps == []
@@ -87,13 +87,13 @@ def _fetch(langfuse, cid, window_start, window_end, pad):
         captured["end"] = window_end
         return [MagicMock(latency=1.0)]
 
-    pinned = datetime(2026, 1, 1, 12, 0, 0, tzinfo=timezone.utc)
+    pinned = datetime(2026, 1, 1, 12, 0, 0, tzinfo=UTC)
 
     with (
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", side_effect=_fetch),
         patch("gooddata_eval.core.agentic._langfuse.time.sleep"),
     ):
-        find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(timezone.utc), window_end=pinned)
+        find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(UTC), window_end=pinned)
 
     assert captured["end"] == pinned
 
@@ -129,7 +129,7 @@ def test_find_traces_per_conversation_keeps_retrying_within_its_budget():
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", return_value=[]),
         patch("gooddata_eval.core.agentic._langfuse.time", clock),
     ):
-        result = find_traces_per_conversation(MagicMock(), ["conv-missing"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["conv-missing"], datetime.now(UTC))
 
     assert result["conv-missing"] is None
     assert max(clock.sleeps) <= _MAX_DELAY
@@ -152,9 +152,7 @@ def _fetch(langfuse, cid, window_start, window_end, pad):
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", side_effect=_fetch),
         patch("gooddata_eval.core.agentic._langfuse.time.sleep"),
     ):
-        result = find_traces_per_conversation(
-            MagicMock(), ["c1"], datetime.now(timezone.utc), deadline=time.monotonic() - 1.0
-        )
+        result = find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(UTC), deadline=time.monotonic() - 1.0)
 
     assert attempts == ["c1"]
     assert result["c1"] is not None
@@ -170,7 +168,7 @@ def test_the_retry_budget_is_shared_across_one_items_conversations():
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", return_value=[]),
         patch("gooddata_eval.core.agentic._langfuse.time", clock),
     ):
-        result = find_traces_per_conversation(MagicMock(), ["c1", "c2", "c3"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["c1", "c2", "c3"], datetime.now(UTC))
 
     assert all(v is None for v in result.values())
     assert sum(clock.sleeps) <= _LINK_BUDGET_SEC
@@ -191,7 +189,7 @@ def _fetch(langfuse, cid, window_start, window_end, pad):
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", side_effect=_fetch),
         patch("gooddata_eval.core.agentic._langfuse.time", clock),
     ):
-        find_traces_per_conversation(MagicMock(), ["c1", "c2", "c3"], datetime.now(timezone.utc))
+        find_traces_per_conversation(MagicMock(), ["c1", "c2", "c3"], datetime.now(UTC))
 
     assert set(looked_up) == {"c1", "c2", "c3"}
 
@@ -206,7 +204,7 @@ def test_the_skip_switch_announces_itself(monkeypatch):
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session") as mock_fetch,
         patch("gooddata_eval.core.agentic._langfuse.warn_from_worker") as mock_warn,
     ):
-        result = find_traces_per_conversation(MagicMock(), ["c1", "c2"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["c1", "c2"], datetime.now(UTC))
 
     assert result == {"c1": None, "c2": None}
     mock_fetch.assert_not_called()
@@ -220,7 +218,7 @@ def test_no_skip_announcement_when_the_switch_is_off():
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", return_value=[MagicMock(latency=1.0)]),
         patch("gooddata_eval.core.agentic._langfuse.warn_from_worker") as mock_warn,
     ):
-        find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(timezone.utc))
+        find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(UTC))
 
     mock_warn.assert_not_called()
 
@@ -251,7 +249,7 @@ def test_skip_switch_treats_explicit_off_values_as_off(monkeypatch, value, shoul
         ) as mock_fetch,
         patch("gooddata_eval.core.agentic._langfuse.warn_from_worker"),
     ):
-        result = find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(timezone.utc))
+        result = find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(UTC))
 
     if should_skip:
         mock_fetch.assert_not_called()
@@ -305,9 +303,7 @@ def test_the_trace_lookup_filters_by_session_server_side(monkeypatch):
     captured: list[httpx.Request] = []
     client = _stub_langfuse_http(monkeypatch, captured)
 
-    _fetch_traces_for_session(
-        client, "conv-abc", datetime.now(timezone.utc), datetime.now(timezone.utc), timedelta(seconds=2)
-    )
+    _fetch_traces_for_session(client, "conv-abc", datetime.now(UTC), datetime.now(UTC), timedelta(seconds=2))
 
     assert len(captured) == 1
     assert captured[0].url.path == "/api/public/v2/observations"
@@ -328,7 +324,7 @@ def test_a_server_that_ignores_the_session_filter_cannot_hand_over_a_foreign_tra
         "meta": {},
     }
     client = _stub_langfuse_http(monkeypatch, captured, page)
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
 
     found = _fetch_traces_for_session(client, "conv-abc", now, now, timedelta(seconds=2))
 
@@ -343,9 +339,7 @@ def test_a_client_without_the_session_parameter_is_filtered_locally_too():
     legacy = MagicMock()
     legacy.api.trace.list = lambda from_timestamp, to_timestamp, limit: MagicMock(data=[other, wanted])
 
-    found = _fetch_traces_for_session(
-        legacy, "conv-abc", datetime.now(timezone.utc), datetime.now(timezone.utc), timedelta(seconds=2)
-    )
+    found = _fetch_traces_for_session(legacy, "conv-abc", datetime.now(UTC), datetime.now(UTC), timedelta(seconds=2))
 
     assert found == [wanted]
 
@@ -462,7 +456,7 @@ def _fetch(langfuse, cid, window_start, window_end, pad):
         patch("gooddata_eval.core.agentic._langfuse._fetch_traces_for_session", side_effect=_fetch),
         patch("gooddata_eval.core.agentic._langfuse.time", clock),
     ):
-        linker(lambda: find_traces_per_conversation(MagicMock(), conversation_ids, datetime.now(timezone.utc)))
+        linker(lambda: find_traces_per_conversation(MagicMock(), conversation_ids, datetime.now(UTC)))
     return sum(clock.sleeps)
 
 
@@ -533,7 +527,7 @@ def test_an_empty_conversation_id_still_sends_the_server_side_filter(monkeypatch
     captured: list[httpx.Request] = []
     client = _stub_langfuse_http(monkeypatch, captured)
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     _fetch_traces_for_session(client, "", now - timedelta(minutes=5), now, timedelta(seconds=2))
 
     assert captured, "no request was made"
diff --git a/packages/gooddata-eval/tests/test_agentic_observe_experiment.py b/packages/gooddata-eval/tests/test_agentic_observe_experiment.py
index 94e80f6f4..11a53d39d 100644
--- a/packages/gooddata-eval/tests/test_agentic_observe_experiment.py
+++ b/packages/gooddata-eval/tests/test_agentic_observe_experiment.py
@@ -6,7 +6,7 @@
 import json
 import re
 import threading
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from typing import Any
 from unittest.mock import MagicMock
 
@@ -21,7 +21,7 @@
 
 _OTLP_PATH = "/api/public/otel/v1/traces"
 _SCORES_PATH = "/api/public/scores"
-_WINDOW = (datetime(2026, 9, 8, 10, 0, tzinfo=timezone.utc), datetime(2026, 9, 8, 10, 1, tzinfo=timezone.utc))
+_WINDOW = (datetime(2026, 9, 8, 10, 0, tzinfo=UTC), datetime(2026, 9, 8, 10, 1, tzinfo=UTC))
 
 
 @pytest.fixture(autouse=True)
diff --git a/packages/gooddata-eval/tests/test_langfuse_client.py b/packages/gooddata-eval/tests/test_langfuse_client.py
index 931d7588e..96934f59d 100644
--- a/packages/gooddata-eval/tests/test_langfuse_client.py
+++ b/packages/gooddata-eval/tests/test_langfuse_client.py
@@ -4,7 +4,7 @@
 import base64
 import json
 import re
-from datetime import datetime, timedelta, timezone
+from datetime import UTC, datetime, timedelta
 
 import httpx
 import pytest
@@ -44,7 +44,7 @@ def _ok(request: httpx.Request) -> httpx.Response:
 
 
 def _span() -> Span:
-    start = datetime(2026, 9, 9, 10, 0, tzinfo=timezone.utc)
+    start = datetime(2026, 9, 9, 10, 0, tzinfo=UTC)
     return Span(
         trace_id="0" * 32,
         span_id="1" * 16,
@@ -277,7 +277,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         seen.append(request)
         return httpx.Response(200, json={"data": [root, child], "meta": {}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     result = make_client(handler).api.trace.list(from_timestamp=now, to_timestamp=now, limit=100, session_id="conv-1")
 
     assert seen[0].url.path == "/api/public/v2/observations"
diff --git a/packages/gooddata-eval/tests/test_langfuse_experiment.py b/packages/gooddata-eval/tests/test_langfuse_experiment.py
index bdafd20ac..e95667bf2 100644
--- a/packages/gooddata-eval/tests/test_langfuse_experiment.py
+++ b/packages/gooddata-eval/tests/test_langfuse_experiment.py
@@ -2,7 +2,7 @@
 from __future__ import annotations
 
 import json
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 from gooddata_eval.core.langfuse.experiment import (
     ExperimentItem,
@@ -34,8 +34,8 @@ def test_build_experiment_root_span_root_observation_id_equals_span_id():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     attr = _attr(span, "langfuse.experiment.item.root_observation_id")
@@ -47,8 +47,8 @@ def test_build_experiment_root_span_dataset_id_only_when_run_given():
     span_without_run = build_experiment_root_span(
         None,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     assert _attr(span_without_run, "langfuse.experiment.dataset.id") is None
@@ -57,8 +57,8 @@ def test_build_experiment_root_span_dataset_id_only_when_run_given():
     span_with_run = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     assert _attr(span_with_run, "langfuse.experiment.dataset.id")["value"]["stringValue"] == "ds-1"
@@ -69,8 +69,8 @@ def test_build_experiment_root_span_no_experiment_attrs_when_run_none():
     span = build_experiment_root_span(
         None,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     assert not any(a["key"].startswith("langfuse.experiment.") for a in span.attributes)
@@ -85,8 +85,8 @@ def test_build_experiment_root_span_io_json_strings():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     input_attr = _attr(span, "langfuse.observation.input")
@@ -101,8 +101,8 @@ def test_build_experiment_root_span_tags_array_value():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
         tags=("gd-eval",),
     )
@@ -116,16 +116,16 @@ def test_build_experiment_root_span_omits_tags_when_empty():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     assert _attr(span, "langfuse.trace.tags") is None
 
 
 def test_build_experiment_root_span_clamps_end_before_start():
-    start = datetime(2025, 1, 1, 12, 0, 0, tzinfo=timezone.utc)
-    end = datetime(2025, 1, 1, 10, 0, 0, tzinfo=timezone.utc)
+    start = datetime(2025, 1, 1, 12, 0, 0, tzinfo=UTC)
+    end = datetime(2025, 1, 1, 10, 0, 0, tzinfo=UTC)
     run = ExperimentRun(name="run0", dataset_id="ds-1")
     item = ExperimentItem(item_id="item-1")
     span = build_experiment_root_span(run, item, start=start, end=end, trace_name="gd-eval: q")
@@ -138,8 +138,8 @@ def test_build_experiment_root_span_omits_none_optional_attrs():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
     )
     assert _attr(span, "langfuse.session.id") is None
@@ -159,8 +159,8 @@ def test_build_experiment_root_span_full_wire_key_contract():
     span = build_experiment_root_span(
         run,
         item,
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         trace_name="gd-eval: q",
         session_id="c1",
         version="gpt-5.2",
diff --git a/packages/gooddata-eval/tests/test_langfuse_observations.py b/packages/gooddata-eval/tests/test_langfuse_observations.py
index b4c26e6b3..15b465723 100644
--- a/packages/gooddata-eval/tests/test_langfuse_observations.py
+++ b/packages/gooddata-eval/tests/test_langfuse_observations.py
@@ -1,7 +1,7 @@
 # (C) 2026 GoodData Corporation
 from __future__ import annotations
 
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 import httpx
 import pytest
@@ -72,8 +72,8 @@ def test_a_trace_whose_root_is_not_on_the_page_is_dropped():
 
 def test_the_root_start_and_end_times_are_timezone_aware():
     (summary,) = summarize_traces([_row("t-1", "o-root", latency=3.0)])
-    assert summary.start_time == datetime(2026, 9, 9, 10, 0, 0, tzinfo=timezone.utc)
-    assert summary.end_time == datetime(2026, 9, 9, 10, 0, 12, tzinfo=timezone.utc)
+    assert summary.start_time == datetime(2026, 9, 9, 10, 0, 0, tzinfo=UTC)
+    assert summary.end_time == datetime(2026, 9, 9, 10, 0, 12, tzinfo=UTC)
 
 
 def test_a_legacy_trace_dict_is_still_accepted():
@@ -107,8 +107,8 @@ def handler(request: httpx.Request) -> httpx.Response:
     with _client(handler) as http:
         found = list_traces_in_window(
             http,
-            from_time=datetime(2026, 9, 9, 10, 0, tzinfo=timezone.utc),
-            to_time=datetime(2026, 9, 9, 10, 5, tzinfo=timezone.utc),
+            from_time=datetime(2026, 9, 9, 10, 0, tzinfo=UTC),
+            to_time=datetime(2026, 9, 9, 10, 5, tzinfo=UTC),
             limit=100,
             session_id="conv-1",
             page_size=250,
@@ -133,7 +133,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         seen.append(dict(request.url.params))
         return httpx.Response(200, json={"data": [], "meta": {}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id="")
 
@@ -147,7 +147,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         seen.append(dict(request.url.params))
         return httpx.Response(200, json={"data": [], "meta": {}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id=None)
 
@@ -163,7 +163,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         seen.append(dict(request.url.params))
         return httpx.Response(200, json={"data": [], "meta": {}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id=None)
 
@@ -177,7 +177,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         seen.append(dict(request.url.params))
         return httpx.Response(200, json={"data": [], "meta": {}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id="conv-1")
 
@@ -195,7 +195,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         cursors.append(request.url.params.get("cursor"))
         return httpx.Response(200, json=pages[len(cursors) - 1])
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         found = list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id=None)
 
@@ -212,7 +212,7 @@ def handler(request: httpx.Request) -> httpx.Response:
         calls += 1
         return httpx.Response(200, json={"data": [], "meta": {"cursor": "always-more"}})
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         list_traces_in_window(http, from_time=now, to_time=now, limit=10, session_id=None, max_pages=3)
 
@@ -233,7 +233,7 @@ def handler(request: httpx.Request) -> httpx.Response:
             },
         )
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         found = list_traces_in_window(http, from_time=now, to_time=now, limit=2, session_id=None)
 
@@ -248,7 +248,7 @@ def handler(request: httpx.Request) -> httpx.Response:
             json={"data": [_row(f"t-{i}", f"o-{i}", latency=1.0) for i in range(5)], "meta": {}},
         )
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http:
         found = list_traces_in_window(http, from_time=now, to_time=now, limit=3, session_id=None)
 
@@ -259,6 +259,6 @@ def test_a_failed_page_raises():
     def handler(request: httpx.Request) -> httpx.Response:
         return httpx.Response(500, text="boom")
 
-    now = datetime.now(timezone.utc)
+    now = datetime.now(UTC)
     with _client(handler) as http, pytest.raises(httpx.HTTPStatusError):
         list_traces_in_window(http, from_time=now, to_time=now, limit=3, session_id=None)
diff --git a/packages/gooddata-eval/tests/test_langfuse_otlp.py b/packages/gooddata-eval/tests/test_langfuse_otlp.py
index 0c6dd30f0..54951e481 100644
--- a/packages/gooddata-eval/tests/test_langfuse_otlp.py
+++ b/packages/gooddata-eval/tests/test_langfuse_otlp.py
@@ -3,7 +3,7 @@
 
 import json
 import re
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 
 import httpx
 import pytest
@@ -38,18 +38,18 @@ def test_new_span_id_is_unique():
 
 
 def test_unix_nano_exact_value_for_known_utc_datetime():
-    dt = datetime(2025, 9, 8, 10, 0, 0, tzinfo=timezone.utc)
+    dt = datetime(2025, 9, 8, 10, 0, 0, tzinfo=UTC)
     assert unix_nano(dt) == "1757325600000000000"
 
 
 def test_unix_nano_naive_datetime_treated_as_utc():
     naive = datetime(2025, 9, 8, 10, 0, 0)
-    aware = datetime(2025, 9, 8, 10, 0, 0, tzinfo=timezone.utc)
+    aware = datetime(2025, 9, 8, 10, 0, 0, tzinfo=UTC)
     assert unix_nano(naive) == unix_nano(aware)
 
 
 def test_unix_nano_includes_microsecond_precision():
-    dt = datetime(2025, 9, 8, 10, 0, 0, 400000, tzinfo=timezone.utc)
+    dt = datetime(2025, 9, 8, 10, 0, 0, 400000, tzinfo=UTC)
     assert unix_nano(dt) == "1757325600400000000"
 
 
@@ -117,8 +117,8 @@ def test_encode_export_request_shape():
         trace_id="3f2a9c1e8b7d4e6f9a0b1c2d3e4f5a6b",
         span_id="9a0b1c2d3e4f5a6b",
         name="gd-eval: Show revenue by month",
-        start=datetime(2025, 9, 8, 10, 0, 0, tzinfo=timezone.utc),
-        end=datetime(2025, 9, 8, 10, 0, 18, 400000, tzinfo=timezone.utc),
+        start=datetime(2025, 9, 8, 10, 0, 0, tzinfo=UTC),
+        end=datetime(2025, 9, 8, 10, 0, 18, 400000, tzinfo=UTC),
         attributes=[{"key": "langfuse.observation.type", "value": {"stringValue": "span"}}],
     )
     request = encode_export_request([span])
@@ -149,8 +149,8 @@ def test_encode_export_request_custom_scope():
         trace_id="a" * 32,
         span_id="b" * 16,
         name="s",
-        start=datetime(2025, 1, 1, tzinfo=timezone.utc),
-        end=datetime(2025, 1, 1, tzinfo=timezone.utc),
+        start=datetime(2025, 1, 1, tzinfo=UTC),
+        end=datetime(2025, 1, 1, tzinfo=UTC),
         attributes=[],
     )
     request = encode_export_request([span], scope_name="custom-scope", scope_version="9.9.9")
diff --git a/packages/gooddata-eval/tests/test_trace_linker.py b/packages/gooddata-eval/tests/test_trace_linker.py
index 9baabb6fe..9d1aeacdd 100644
--- a/packages/gooddata-eval/tests/test_trace_linker.py
+++ b/packages/gooddata-eval/tests/test_trace_linker.py
@@ -7,7 +7,7 @@
 import inspect
 import threading
 from concurrent.futures import ThreadPoolExecutor
-from datetime import datetime, timezone
+from datetime import UTC, datetime
 from unittest.mock import MagicMock, patch
 
 import pytest
@@ -474,7 +474,7 @@ def sleep(self, seconds):
         patch("gooddata_eval.core.agentic._langfuse.link_cancel_event", return_value=cancelled),
         patch("gooddata_eval.core.agentic._langfuse.warn_from_worker"),
     ):
-        result = _langfuse.find_traces_per_conversation(MagicMock(), ["c1", "c2"], datetime.now(timezone.utc))
+        result = _langfuse.find_traces_per_conversation(MagicMock(), ["c1", "c2"], datetime.now(UTC))
 
     assert sum(slept) == 0.0, f"a cancelled poll kept sleeping: {slept}"
     # Every conversation still reports, so callers see None rather than a missing key.
@@ -509,7 +509,7 @@ def sleep(self, seconds):
         patch("gooddata_eval.core.agentic._langfuse.link_cancel_event", return_value=cancelled),
         patch("gooddata_eval.core.agentic._langfuse.warn_from_worker"),
     ):
-        _langfuse.find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(timezone.utc))
+        _langfuse.find_traces_per_conversation(MagicMock(), ["c1"], datetime.now(UTC))
 
     # One slice, then it noticed. Without slicing it would sleep the whole backoff ladder up
     # to _LINK_BUDGET_SEC before looking at the flag again.
diff --git a/packages/gooddata-eval/tox.ini b/packages/gooddata-eval/tox.ini
index 27694bc9e..995fc59d7 100644
--- a/packages/gooddata-eval/tox.ini
+++ b/packages/gooddata-eval/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2026 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-fdw/README.md b/packages/gooddata-fdw/README.md
index b7eabf038..a40dc815a 100644
--- a/packages/gooddata-fdw/README.md
+++ b/packages/gooddata-fdw/README.md
@@ -11,7 +11,7 @@ See [DOCUMENTATION](https://gooddata-fdw.readthedocs.io/en/latest/) for more det
 -  [GoodData](https://www.gooddata.ai/docs/cloud/) installation; either running on your cloud
    infrastructure or the free Community Edition running on your workstation
 
--  Python 3.10 or newer
+-  Python 3.11 or newer
 
 -  The GoodData Cloud Foreign Data Wrapper is tested with the latest version of multicorn (1.4.0) and PostgreSQL 12
 
diff --git a/packages/gooddata-fdw/pyproject.toml b/packages/gooddata-fdw/pyproject.toml
index 8facc2758..1b5aa8126 100644
--- a/packages/gooddata-fdw/pyproject.toml
+++ b/packages/gooddata-fdw/pyproject.toml
@@ -24,7 +24,7 @@ keywords = [
     "sql",
     "metrics",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "gooddata-sdk~=1.76.0",
     # "multicorn>=1.4.0",  # Uncommented as it was in original setup.py
@@ -32,11 +32,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 5 - Production/Stable",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-fdw/tox.ini b/packages/gooddata-fdw/tox.ini
index 254cffb58..7c7724201 100644
--- a/packages/gooddata-fdw/tox.ini
+++ b/packages/gooddata-fdw/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2021 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-flexconnect/pyproject.toml b/packages/gooddata-flexconnect/pyproject.toml
index 1e38b651c..3e4df59ee 100644
--- a/packages/gooddata-flexconnect/pyproject.toml
+++ b/packages/gooddata-flexconnect/pyproject.toml
@@ -26,7 +26,7 @@ keywords = [
     "sql",
     "metrics",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "dynaconf>=3.1.11,<4.0.0",
     "gooddata-flight-server~=1.76.0",
@@ -38,11 +38,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 4 - Beta",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-flexconnect/tox.ini b/packages/gooddata-flexconnect/tox.ini
index 7bad33f51..aad1e1392 100644
--- a/packages/gooddata-flexconnect/tox.ini
+++ b/packages/gooddata-flexconnect/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2024 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-flight-server/pyproject.toml b/packages/gooddata-flight-server/pyproject.toml
index e8e6ce987..40e526777 100644
--- a/packages/gooddata-flight-server/pyproject.toml
+++ b/packages/gooddata-flight-server/pyproject.toml
@@ -26,7 +26,7 @@ keywords = [
     "sql",
     "metrics",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "dynaconf>=3.1.11,<4.0.0",
     "opentelemetry-api>=1.24.0,<=2.0.0",
@@ -40,11 +40,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 4 - Beta",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-flight-server/tox.ini b/packages/gooddata-flight-server/tox.ini
index 7bad33f51..aad1e1392 100644
--- a/packages/gooddata-flight-server/tox.ini
+++ b/packages/gooddata-flight-server/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2024 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-pandas/README.md b/packages/gooddata-pandas/README.md
index c7f2def0e..76d5a23cb 100644
--- a/packages/gooddata-pandas/README.md
+++ b/packages/gooddata-pandas/README.md
@@ -10,7 +10,7 @@ See [DOCUMENTATION](https://gooddata-pandas.readthedocs.io/en/latest/) for more
 -  GoodData.CN installation; either running on your cloud
    infrastructure or the free Community Edition running on your workstation
 
--  Python 3.10 or newer
+-  Python 3.11 or newer
 
 ## Installation
 
diff --git a/packages/gooddata-pandas/pyproject.toml b/packages/gooddata-pandas/pyproject.toml
index 6edadb0bf..5a354ee57 100644
--- a/packages/gooddata-pandas/pyproject.toml
+++ b/packages/gooddata-pandas/pyproject.toml
@@ -27,19 +27,19 @@ keywords = [
     "sql",
     "metrics",
 ]
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "gooddata-sdk~=1.76.0",
-    "pandas>=2.0.0,<3.0.0",
+    "pandas>=3.0.0,<4.0.0",
 ]
 classifiers = [
     "Development Status :: 5 - Production/Stable",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py b/packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py
index 93281d877..02a4b1c3e 100644
--- a/packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py
+++ b/packages/gooddata-pandas/src/gooddata_pandas/arrow_convertor.py
@@ -10,6 +10,7 @@
 from gooddata_sdk.type_converter import AttributeConverterStore, DateConverter, DatetimeConverter
 
 from gooddata_pandas.arrow_types import TypesMapper
+from gooddata_pandas.utils import to_datetime_ns
 
 try:
     import pyarrow as pa
@@ -115,7 +116,7 @@ def convert_label_values(label_id: str, values: list, model_labels: dict) -> lis
 
         # 2) convert the whole column to Timestamps in one vectorized call (this
         #    single call replaces N per-value ones; None becomes NaT here).
-        converted = pandas.to_datetime(typed)
+        converted = to_datetime_ns(typed)
 
         # 3) rebuild the list, restoring None wherever the input was None so that NaT
         #    does not leak into the output.
diff --git a/packages/gooddata-pandas/src/gooddata_pandas/utils.py b/packages/gooddata-pandas/src/gooddata_pandas/utils.py
index 5fcb2fbb2..6620d3a7f 100644
--- a/packages/gooddata-pandas/src/gooddata_pandas/utils.py
+++ b/packages/gooddata-pandas/src/gooddata_pandas/utils.py
@@ -31,6 +31,17 @@
 IndexDef = Union[LabelItemDef, dict[str, LabelItemDef]]
 ColumnsDef = dict[str, DataItemDef]
 
+
+def to_datetime_ns(value: Any) -> Any:
+    """
+    pandas.to_datetime pinned to nanosecond resolution.
+
+    pandas 3 infers the resolution from the input (e.g. datetime64[s] for dates);
+    pinning keeps the datetime64[ns] dtype gooddata-pandas returned on pandas 2.
+    """
+    return pandas.to_datetime(value).as_unit("ns")
+
+
 # Maps SDK attribute converters to the pandas function that converts their parsed
 # (already-typed) values into the external pandas type. These pandas functions are
 # vectorized: they accept a single value OR a whole column. This lets the JSON
@@ -38,8 +49,8 @@
 # value - see _typed_attribute_values.
 _ATTRIBUTE_EXTERNAL_CONVERSIONS: dict[type[Converter], Callable[[Any], Any]] = {
     IntegerConverter: pandas.to_numeric,
-    DateConverter: pandas.to_datetime,
-    DatetimeConverter: pandas.to_datetime,
+    DateConverter: to_datetime_ns,
+    DatetimeConverter: to_datetime_ns,
 }
 
 
diff --git a/packages/gooddata-pandas/tests/dataframe/test_dataframe_for_exec_def_arrow.py b/packages/gooddata-pandas/tests/dataframe/test_dataframe_for_exec_def_arrow.py
index fcf91c298..40e5d888d 100644
--- a/packages/gooddata-pandas/tests/dataframe/test_dataframe_for_exec_def_arrow.py
+++ b/packages/gooddata-pandas/tests/dataframe/test_dataframe_for_exec_def_arrow.py
@@ -106,8 +106,12 @@ def test_arrow_converter_arrow_strings(case_name: str) -> None:
     idx = actual_df.index
     if isinstance(idx, pandas.MultiIndex):
         for level in idx.levels:
-            if level.dtype == object:
-                # object dtype means a numeric or non-string level — skip
+            if level.dtype == object or (
+                isinstance(level.dtype, pandas.StringDtype) and level.dtype.na_value is not pandas.NA
+            ):
+                # Non-string levels (object) and levels built from field metadata
+                # (transposed results) are not Arrow-mapped; the latter get the
+                # default "str" dtype (NaN-backed StringDtype) — skip
                 continue
             assert isinstance(level.dtype, pandas.StringDtype) and level.dtype.na_value is pandas.NA, (
                 f"Expected Arrow-backed StringDtype on index level, got {level.dtype}"
diff --git a/packages/gooddata-pandas/tox.ini b/packages/gooddata-pandas/tox.ini
index 254cffb58..7c7724201 100644
--- a/packages/gooddata-pandas/tox.ini
+++ b/packages/gooddata-pandas/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2021 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-pipelines/pyproject.toml b/packages/gooddata-pipelines/pyproject.toml
index bda8b239e..5d5c241f5 100644
--- a/packages/gooddata-pipelines/pyproject.toml
+++ b/packages/gooddata-pipelines/pyproject.toml
@@ -6,7 +6,7 @@ description = "GoodData Cloud lifecycle automation pipelines"
 authors = [{ name = "GoodData", email = "support@gooddata.com" }]
 license = "MIT"
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "pydantic (>=2.9.2,<3.0.0)",
     "requests (>=2.32.3,<3.0.0)",
diff --git a/packages/gooddata-pipelines/src/gooddata_pipelines/ldm_extension/models/custom_data_object.py b/packages/gooddata-pipelines/src/gooddata_pipelines/ldm_extension/models/custom_data_object.py
index 82f65bdc7..d6a799d1c 100644
--- a/packages/gooddata-pipelines/src/gooddata_pipelines/ldm_extension/models/custom_data_object.py
+++ b/packages/gooddata-pipelines/src/gooddata_pipelines/ldm_extension/models/custom_data_object.py
@@ -5,24 +5,22 @@
 further processing.
 """
 
-from enum import Enum
+from enum import StrEnum
 
 from pydantic import BaseModel, Field, model_validator
 
 
-class CustomFieldType(str, Enum):
+class CustomFieldType(StrEnum):
     """GoodData field types."""
 
-    # NOTE: Start using StrEnum with Python 3.11
     ATTRIBUTE = "attribute"
     FACT = "fact"
     DATE = "date"
 
 
-class ColumnDataType(str, Enum):
+class ColumnDataType(StrEnum):
     """Supported data types"""
 
-    # NOTE: Start using StrEnum with Python 3.11
     INT = "INT"
     STRING = "STRING"
     DATE = "DATE"
diff --git a/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/entities/users/models/permissions.py b/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/entities/users/models/permissions.py
index 92f216166..b9cb4f760 100644
--- a/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/entities/users/models/permissions.py
+++ b/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/entities/users/models/permissions.py
@@ -1,6 +1,6 @@
 # (C) 2025 GoodData Corporation
 
-from enum import Enum
+from enum import StrEnum
 from typing import Iterator, TypeAlias
 
 import attrs
@@ -16,8 +16,7 @@
 TargetsPermissionDict: TypeAlias = dict[str, dict[str, bool]]
 
 
-class EntityType(str, Enum):
-    # NOTE: Start using StrEnum with Python 3.11
+class EntityType(StrEnum):
     user = "user"
     user_group = "userGroup"
 
diff --git a/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/generic/config.py b/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/generic/config.py
index 352fc865a..488a673d6 100644
--- a/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/generic/config.py
+++ b/packages/gooddata-pipelines/src/gooddata_pipelines/provisioning/generic/config.py
@@ -1,6 +1,6 @@
 # (C) 2025 GoodData Corporation
 
-from enum import Enum
+from enum import StrEnum
 from typing import TypeAlias
 
 import attrs
@@ -46,12 +46,12 @@
 Provisioner: TypeAlias = PermissionProvisioner | UserProvisioner | UserGroupProvisioner | WorkspaceProvisioner
 
 
-class LoadType(str, Enum):
+class LoadType(StrEnum):
     FULL = "full"
     INCREMENTAL = "incremental"
 
 
-class WorkflowType(str, Enum):
+class WorkflowType(StrEnum):
     WORKSPACE_FULL_LOAD = "workspace_full_load"
     WORKSPACE_INCREMENTAL_LOAD = "workspace_incremental_load"
     USER_FULL_LOAD = "user_full_load"
diff --git a/packages/gooddata-pipelines/tox.ini b/packages/gooddata-pipelines/tox.ini
index 849f3202a..30528e617 100644
--- a/packages/gooddata-pipelines/tox.ini
+++ b/packages/gooddata-pipelines/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2025 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/gooddata-sdk/README.md b/packages/gooddata-sdk/README.md
index b88d6f963..c3107e1cb 100644
--- a/packages/gooddata-sdk/README.md
+++ b/packages/gooddata-sdk/README.md
@@ -19,7 +19,7 @@ See [DOCUMENTATION](https://www.gooddata.ai/docs/python-sdk/1.76.0) for more det
 ## Requirements
 
 -  GoodData Cloud or GoodData.CN installation
--  Python 3.10 or newer
+-  Python 3.11 or newer
 
 ## Installation
 
diff --git a/packages/gooddata-sdk/pyproject.toml b/packages/gooddata-sdk/pyproject.toml
index 0a89fa56a..8a8342d18 100644
--- a/packages/gooddata-sdk/pyproject.toml
+++ b/packages/gooddata-sdk/pyproject.toml
@@ -24,7 +24,7 @@ keywords = [
     "sql",
     "metrics",
 ]
-requires-python = ">=3.10,<4.0"
+requires-python = ">=3.11,<4.0"
 dependencies = [
     "gooddata-api-client~=1.76.0",
     "python-dateutil>=2.5.3",
@@ -39,11 +39,11 @@ dependencies = [
 classifiers = [
     "Development Status :: 5 - Production/Stable",
     "Environment :: Console",
-    "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
     "Topic :: Database",
     "Topic :: Scientific/Engineering",
     "Topic :: Software Development",
diff --git a/packages/gooddata-sdk/src/gooddata_sdk/catalog/types.py b/packages/gooddata-sdk/src/gooddata_sdk/catalog/types.py
index 15fb576fb..fbb662e70 100644
--- a/packages/gooddata-sdk/src/gooddata_sdk/catalog/types.py
+++ b/packages/gooddata-sdk/src/gooddata_sdk/catalog/types.py
@@ -1,13 +1,13 @@
 # (C) 2022 GoodData Corporation
 from __future__ import annotations
 
-from enum import Enum
+from enum import StrEnum
 
 # Use typing collection types to support python < py3.9
 ValidObjects = dict[str, set[str]]
 
 
-class UpsertOutcome(str, Enum):
+class UpsertOutcome(StrEnum):
     """Which branch a ``create_or_update*`` method took.
 
     The outcome is best-effort: it reports the branch the SDK chose after its
@@ -18,7 +18,3 @@ class UpsertOutcome(str, Enum):
 
     CREATED = "created"
     UPDATED = "updated"
-
-    # Match StrEnum's str() (the value, not "UpsertOutcome.CREATED") so moving
-    # to StrEnum once py3.10 support is dropped is a no-op for callers.
-    __str__ = str.__str__
diff --git a/packages/gooddata-sdk/src/gooddata_sdk/visualization.py b/packages/gooddata-sdk/src/gooddata_sdk/visualization.py
index 0f3adbcb4..3710f1427 100644
--- a/packages/gooddata-sdk/src/gooddata_sdk/visualization.py
+++ b/packages/gooddata-sdk/src/gooddata_sdk/visualization.py
@@ -3,7 +3,7 @@
 
 import functools
 from collections import defaultdict
-from enum import Enum
+from enum import Enum, StrEnum
 from typing import Any, Union, cast
 
 from gooddata_sdk.client import GoodDataApiClient
@@ -142,7 +142,7 @@ class SortType(Enum):
 """Mapping of SortItem key values to their respective Enum types."""
 
 
-class SortDirection(str, Enum):
+class SortDirection(StrEnum):
     """
     Enum used for differentiating between ascending and descending order direction.
     """
@@ -151,7 +151,7 @@ class SortDirection(str, Enum):
     DESC = "desc"
 
 
-class LocatorItemType(str, Enum):
+class LocatorItemType(StrEnum):
     """
     Enum used for differentiating between dataColumnLocators API objects.
     """
diff --git a/packages/gooddata-sdk/tests/catalog/test_upsert_outcome.py b/packages/gooddata-sdk/tests/catalog/test_upsert_outcome.py
index b2d81434b..3379ede9c 100644
--- a/packages/gooddata-sdk/tests/catalog/test_upsert_outcome.py
+++ b/packages/gooddata-sdk/tests/catalog/test_upsert_outcome.py
@@ -136,11 +136,7 @@ def test_workspace_setting(self):
 
 @pytest.mark.parametrize("outcome", list(UpsertOutcome))
 def test_outcome_is_a_plain_string(outcome):
-    """The str mixin keeps the value usable in logs and comparisons on py3.10.
-
-    The str()/format() assertions pin the `__str__ = str.__str__` override, so
-    swapping the base for StrEnum once py3.10 is dropped stays a no-op.
-    """
+    """StrEnum keeps the value usable in logs and comparisons."""
     assert isinstance(outcome, str)
     assert outcome == outcome.value
     assert str(outcome) == outcome.value
diff --git a/packages/gooddata-sdk/tox.ini b/packages/gooddata-sdk/tox.ini
index 986f85943..f518c7d30 100644
--- a/packages/gooddata-sdk/tox.ini
+++ b/packages/gooddata-sdk/tox.ini
@@ -1,6 +1,6 @@
 # (C) 2021 GoodData Corporation
 [tox]
-envlist = py3{10,11,12,13,14}
+envlist = py3{11,12,13,14,15}
 
 [testenv]
 runner = uv-venv-lock-runner
diff --git a/packages/tests-support/pyproject.toml b/packages/tests-support/pyproject.toml
index b8a7ba984..a1fc79d27 100644
--- a/packages/tests-support/pyproject.toml
+++ b/packages/tests-support/pyproject.toml
@@ -2,7 +2,7 @@
 [project]
 name = "tests-support"
 description = "Tests support for GoodData Python SDK"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 version = "1.0.0"
 dependencies = [
     "orjson",
diff --git a/pyproject.toml b/pyproject.toml
index 460cfce38..dba2e0fc2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -3,7 +3,7 @@
 name = "gooddata-python-sdk-workspace"
 version = "1.76.0"
 description = "GoodData Python SDK Workspace"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "gooddata-sdk",
     "gooddata-pandas",
@@ -24,6 +24,9 @@ package = false
 # So a bare `uv sync` can run every make target (ruff, ty, pytest, tox). Not "all":
 # `release` would then be installed by every CI `uv sync --group ...` too.
 default-groups = ["dev", "lint", "type", "test", "tox"]
+# deepdiff (sdk test group) caps cachebox <6, but only cachebox 6+ ships
+# CPython 3.15 wheels. Drop once deepdiff allows cachebox 6.
+override-dependencies = ["cachebox>=6"]
 
 [tool.uv.sources]
 gooddata-sdk = { workspace = true }
@@ -138,7 +141,7 @@ lint.ignore = [
     # ignore the rule (import from `collections.abc` instead: `Callable`)
     "UP035",
 ]
-target-version = "py310"
+target-version = "py311"
 
 [tool.ruff.lint.per-file-ignores]
 "packages/gooddata-pandas/src/gooddata_pandas/__init__.py" = ["F401"]
diff --git a/scripts/bump_version.py b/scripts/bump_version.py
index fa0c1858b..1c3196a18 100644
--- a/scripts/bump_version.py
+++ b/scripts/bump_version.py
@@ -1,8 +1,7 @@
 # (C) 2023 GoodData Corporation
 import sys
-from pathlib import Path
-
 import tomllib
+from pathlib import Path
 
 _ROOT_DIR = Path(__file__).resolve().parent.parent
 
diff --git a/uv.lock b/uv.lock
index 0b0fa65a6..dbaa02a49 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,11 +1,16 @@
 version = 1
-revision = 3
-requires-python = ">=3.10, <4.0"
+revision = 5
+requires-python = ">=3.11, <4.0"
 resolution-markers = [
-    "python_full_version >= '3.14'",
-    "python_full_version >= '3.12' and python_full_version < '3.14'",
-    "python_full_version == '3.11.*'",
-    "python_full_version < '3.11'",
+    "python_full_version >= '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'win32'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform == 'emscripten'",
+    "python_full_version >= '3.12' and python_full_version < '3.14' and sys_platform != 'emscripten' and sys_platform != 'win32'",
+    "python_full_version < '3.12' and sys_platform == 'win32'",
+    "python_full_version < '3.12' and sys_platform == 'emscripten'",
+    "python_full_version < '3.12' and sys_platform != 'emscripten' and sys_platform != 'win32'",
 ]
 
 [manifest]
@@ -21,6 +26,7 @@ members = [
     "gooddata-sdk",
     "tests-support",
 ]
+overrides = [{ name = "cachebox", specifier = ">=6" }]
 
 [[package]]
 name = "annotated-types"
@@ -36,7 +42,6 @@ name = "anyio"
 version = "4.15.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "typing-extensions", marker = "python_full_version < '3.15'" },
 ]
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