From c88760c202c319b5878c1ac81864cdee36d4a126 Mon Sep 17 00:00:00 2001
From: Sinatras <SinatrasC@users.noreply.github.com>
Date: Fri, 20 Mar 2026 01:48:23 +0300
Subject: [PATCH 1/3] Add KernelGuard integration for submission pre-checks

- Introduced KernelGuard for validating submissions before processing.
- Implemented error handling for rejected submissions in the backend.
- Updated database methods to mark submissions as hacked when flagged.
- Enhanced tests to cover new KernelGuard functionality and error scenarios.
- Added a new kernelguard.py module for managing submission analysis and pre-checks.
---
 src/kernelbot/api/api_utils.py                |   6 +-
 src/libkernelbot/backend.py                   |  17 ++
 .../background_submission_manager.py          |  17 ++
 src/libkernelbot/kernelguard.py               | 158 ++++++++++++++++++
 src/libkernelbot/leaderboard_db.py            |  31 ++++
 tests/test_backend.py                         |  50 ++++++
 tests/test_background_submission_manager.py   |  31 ++++
 tests/test_kernelguard.py                     |  78 +++++++++
 8 files changed, 387 insertions(+), 1 deletion(-)
 create mode 100644 src/libkernelbot/kernelguard.py
 create mode 100644 tests/test_kernelguard.py

diff --git a/src/kernelbot/api/api_utils.py b/src/kernelbot/api/api_utils.py
index 034f64c5..ec937372 100644
--- a/src/kernelbot/api/api_utils.py
+++ b/src/kernelbot/api/api_utils.py
@@ -18,6 +18,7 @@
     SubmissionRequest,
     prepare_submission,
 )
+from libkernelbot.utils import KernelBotError
 
 
 async def _handle_discord_oauth(code: str, redirect_uri: str) -> tuple[str, str]:
@@ -154,7 +155,10 @@ async def _run_submission(
         raise HTTPException(status_code=400, detail="Invalid GPU type")
 
     reporter = MultiProgressReporterAPI()
-    sub_id, results = await backend.submit_full(req, mode, reporter)
+    try:
+        sub_id, results = await backend.submit_full(req, mode, reporter)
+    except KernelBotError as e:
+        raise HTTPException(status_code=getattr(e, "http_code", 400), detail=str(e)) from e
     return results, [rep.get_message() + "\n" + rep.long_report for rep in reporter.runs]
 
 
diff --git a/src/libkernelbot/backend.py b/src/libkernelbot/backend.py
index f3b68bb0..3fb60f11 100644
--- a/src/libkernelbot/backend.py
+++ b/src/libkernelbot/backend.py
@@ -5,6 +5,11 @@
 from typing import Optional
 
 from libkernelbot.consts import GPU, GPU_TO_SM, SubmissionMode, get_gpu_by_name
+from libkernelbot.kernelguard import (
+    KernelGuardRejected,
+    enforce_submission_precheck,
+    should_precheck_submission,
+)
 from libkernelbot.launchers import Launcher
 from libkernelbot.leaderboard_db import LeaderboardDB
 from libkernelbot.report import (
@@ -72,6 +77,18 @@ async def submit_full(
                 )
         selected_gpus = [get_gpu_by_name(gpu) for gpu in req.gpus]
         try:
+            if should_precheck_submission(mode):
+                try:
+                    await asyncio.to_thread(enforce_submission_precheck, req.code, req.file_name)
+                except KernelGuardRejected as exc:
+                    logger.error(
+                        "Submission %s rejected by precheck: file=%s, mode=%s, error=%s",
+                        sub_id, req.file_name, mode, str(exc)
+                    )
+                    with self.db as db:
+                        db.mark_submission_hacked(sub_id, error=str(exc))
+                    raise
+
             tasks = [
                 self.submit_leaderboard(
                     sub_id,
diff --git a/src/libkernelbot/background_submission_manager.py b/src/libkernelbot/background_submission_manager.py
index 386f358a..2174cf7d 100644
--- a/src/libkernelbot/background_submission_manager.py
+++ b/src/libkernelbot/background_submission_manager.py
@@ -6,6 +6,7 @@
 
 from libkernelbot.backend import KernelBackend
 from libkernelbot.consts import SubmissionMode
+from libkernelbot.kernelguard import KernelGuardRejected
 from libkernelbot.report import MultiProgressReporter, RunProgressReporter, RunResultReport
 from libkernelbot.submission import ProcessedSubmissionRequest
 from libkernelbot.utils import setup_logging
@@ -252,6 +253,22 @@ async def heartbeat():
                     last_heartbeat=ts,
                     error="hard timeout reached",
                 )
+        except KernelGuardRejected as e:
+            ts = dt.datetime.now(dt.timezone.utc)
+            logger.info("[Background Job] submission %s flagged as hacked", sub_id)
+            try:
+                with self.backend.db as db:
+                    db.upsert_submission_job_status(
+                        sub_id,
+                        status="hacked",
+                        last_heartbeat=ts,
+                        error=str(e),
+                    )
+            except Exception:
+                logger.error(
+                    "[Background Job] Failed to write hacked status for submission %s",
+                    sub_id,
+                )
         except Exception as e:
             ts = dt.datetime.now(dt.timezone.utc)
             logger.error(
diff --git a/src/libkernelbot/kernelguard.py b/src/libkernelbot/kernelguard.py
new file mode 100644
index 00000000..0daa6b45
--- /dev/null
+++ b/src/libkernelbot/kernelguard.py
@@ -0,0 +1,158 @@
+import json
+import os
+import shlex
+import shutil
+import subprocess
+from typing import Any
+
+from libkernelbot.consts import SubmissionMode
+from libkernelbot.utils import KernelBotError, limit_length, setup_logging
+
+logger = setup_logging(__name__)
+
+_TRUE_VALUES = {"1", "true", "yes", "on"}
+_DEFAULT_TIMEOUT_SEC = 30
+_GUARDED_MODES = frozenset(
+    {
+        SubmissionMode.BENCHMARK,
+        SubmissionMode.PROFILE,
+        SubmissionMode.LEADERBOARD,
+        SubmissionMode.PRIVATE,
+    }
+)
+
+
+class KernelGuardRejected(KernelBotError):
+    def __init__(self, message: str, result: dict[str, Any]):
+        super().__init__(message)
+        self.result = result
+
+
+def _env_enabled(name: str, default: bool = False) -> bool:
+    raw = os.getenv(name)
+    if raw is None:
+        return default
+    return raw.strip().lower() in _TRUE_VALUES
+
+
+def should_precheck_submission(mode: SubmissionMode) -> bool:
+    return _env_enabled("KERNELGUARD_ENABLED") and mode in _GUARDED_MODES
+
+
+def _timeout_sec() -> int:
+    raw = os.getenv("KERNELGUARD_TIMEOUT_SEC", str(_DEFAULT_TIMEOUT_SEC)).strip()
+    try:
+        return max(1, int(raw))
+    except ValueError:
+        logger.warning("Invalid KERNELGUARD_TIMEOUT_SEC=%r, using %d", raw, _DEFAULT_TIMEOUT_SEC)
+        return _DEFAULT_TIMEOUT_SEC
+
+
+def _profile() -> str | None:
+    raw = os.getenv("KERNELGUARD_PROFILE", "").strip()
+    return raw or None
+
+
+def _config_path() -> str | None:
+    raw = os.getenv("KERNELGUARD_CONFIG", "").strip()
+    return raw or None
+
+
+def _fail_open_enabled() -> bool:
+    return _env_enabled("KERNELGUARD_FAIL_OPEN")
+
+
+def _default_command() -> list[str]:
+    for candidate in ("kernelguard", "kguard"):
+        if shutil.which(candidate):
+            return [candidate]
+    if shutil.which("uvx"):
+        return ["uvx", "kernelguard"]
+    raise FileNotFoundError("Could not find `kernelguard`, `kguard`, or `uvx` in PATH")
+
+
+def _command() -> list[str]:
+    raw = os.getenv("KERNELGUARD_COMMAND", "").strip()
+    if raw:
+        return shlex.split(raw)
+    return _default_command()
+
+
+def _analyze_with_cli(code: str) -> dict[str, Any]:
+    cmd = [*_command()]
+    profile = _profile()
+    config_path = _config_path()
+    if profile is not None:
+        cmd.extend(["--profile", profile])
+    if config_path is not None:
+        cmd.extend(["--config", config_path])
+    cmd.append("--api-mode")
+
+    proc = subprocess.run(
+        cmd,
+        input=code,
+        text=True,
+        capture_output=True,
+        timeout=_timeout_sec(),
+        check=False,
+    )
+    if proc.returncode != 0:
+        stderr = limit_length(proc.stderr.strip(), 300) if proc.stderr else ""
+        stdout = limit_length(proc.stdout.strip(), 300) if proc.stdout else ""
+        raise RuntimeError(
+            "KernelGuard command failed "
+            f"(exit={proc.returncode}, stdout={stdout!r}, stderr={stderr!r})"
+        )
+
+    lines = [line for line in proc.stdout.splitlines() if line.strip()]
+    if not lines:
+        raise RuntimeError("KernelGuard returned no JSON result")
+
+    try:
+        result = json.loads(lines[-1])
+    except json.JSONDecodeError as exc:
+        raise RuntimeError(f"KernelGuard returned invalid JSON: {lines[-1]!r}") from exc
+
+    if not isinstance(result, dict):
+        raise RuntimeError("KernelGuard returned a non-object JSON payload")
+    return result
+
+
+def analyze_submission(code: str) -> dict[str, Any]:
+    # Always use the single-shot CLI path so KERNELGUARD_TIMEOUT_SEC is enforced.
+    return _analyze_with_cli(code)
+
+
+def enforce_submission_precheck(code: str, file_name: str) -> dict[str, Any] | None:
+    if not _env_enabled("KERNELGUARD_ENABLED"):
+        return None
+
+    try:
+        result = analyze_submission(code)
+    except Exception as exc:
+        logger.warning("KernelGuard pre-check failed for %s", file_name, exc_info=exc)
+        if _fail_open_enabled():
+            return None
+        raise KernelBotError(
+            "KernelGuard pre-check is unavailable right now. Please try again later."
+        ) from exc
+
+    classification = str(result.get("classification", "unknown"))
+    if result.get("should_filter"):
+        patterns = sorted(
+            {
+                str(item.get("pattern", "unknown"))
+                for item in result.get("matched_patterns", [])
+                if isinstance(item, dict)
+            }
+        )
+        reason = str(result.get("filter_reason") or classification)
+        details = f"Submission rejected by KernelGuard pre-check ({reason})"
+        if patterns:
+            details += f". Matched rules: {', '.join(patterns)}"
+        raise KernelGuardRejected(details + ".", result=result)
+
+    if classification != "valid":
+        logger.info("KernelGuard classified %s as %s", file_name, classification)
+
+    return result
diff --git a/src/libkernelbot/leaderboard_db.py b/src/libkernelbot/leaderboard_db.py
index 5a64bfbb..581fc1f9 100644
--- a/src/libkernelbot/leaderboard_db.py
+++ b/src/libkernelbot/leaderboard_db.py
@@ -370,6 +370,37 @@ def mark_submission_done(
             self.connection.rollback()  # Ensure rollback if error occurs
             raise KernelBotError("Error while finalizing submission") from e
 
+    def mark_submission_hacked(self, submission: int, error: str | None = None) -> None:
+        try:
+            now = datetime.datetime.now(datetime.timezone.utc)
+            self.cursor.execute(
+                """
+                UPDATE leaderboard.submission
+                SET done = TRUE, status = 'hacked'
+                WHERE id = %s
+                """,
+                (submission,),
+            )
+            self.cursor.execute(
+                """
+                INSERT INTO leaderboard.submission_job_status AS s
+                    (submission_id, status, error, last_heartbeat)
+                VALUES
+                    (%s, %s, %s, %s)
+                ON CONFLICT (submission_id) DO UPDATE
+                SET
+                    status         = EXCLUDED.status,
+                    error          = COALESCE(EXCLUDED.error, s.error),
+                    last_heartbeat = EXCLUDED.last_heartbeat
+                """,
+                (submission, "hacked", error, now),
+            )
+            self.connection.commit()
+        except psycopg2.Error as e:
+            logger.error("Could not mark submission '%s' as hacked.", submission, exc_info=e)
+            self.connection.rollback()
+            raise KernelBotError("Error while recording hacked submission") from e
+
     def update_heartbeat_if_active(self, sub_id: int, ts: datetime.datetime) -> None:
         try:
             self.cursor.execute(
diff --git a/tests/test_backend.py b/tests/test_backend.py
index f69170c5..eb84fc9c 100644
--- a/tests/test_backend.py
+++ b/tests/test_backend.py
@@ -7,6 +7,7 @@
 from test_report import create_eval_result, sample_system_info
 
 from libkernelbot import backend, consts, report
+from libkernelbot.kernelguard import KernelGuardRejected
 from libkernelbot.run_eval import FullResult
 
 
@@ -374,3 +375,52 @@ async def test_submit_full(bot: backend.KernelBackend, task_directory):
             "submission_time": ANY,
             "user_id": "5",
         }
+
+
+@pytest.mark.asyncio
+@pytest.mark.parametrize("pre_sub_id,expected_sub_id,expect_create_called", [
+    (None, 42, True),
+    (99, 99, False),
+])
+async def test_submit_full_records_hacked_submission(monkeypatch, pre_sub_id, expected_sub_id, expect_create_called):
+    bot = object.__new__(backend.KernelBackend)
+    db = MagicMock()
+    db.__enter__ = MagicMock(return_value=db)
+    db.__exit__ = MagicMock(return_value=None)
+    db.create_submission.return_value = 42
+    bot.db = db
+
+    req = backend.ProcessedSubmissionRequest(
+        code="pass",
+        file_name="submission.py",
+        user_id=5,
+        user_name="user",
+        gpus=["A100"],
+        leaderboard="submit-leaderboard",
+        task=MagicMock(),
+        secret_seed=42,
+        task_gpus=["A100"],
+    )
+    reporter = MockMultReporter()
+
+    monkeypatch.setattr(backend, "should_precheck_submission", lambda mode: True)
+
+    def _reject(code, file_name):
+        raise KernelGuardRejected("blocked", result={})
+
+    monkeypatch.setattr(backend, "enforce_submission_precheck", _reject)
+
+    with pytest.raises(KernelGuardRejected, match="blocked"):
+        await bot.submit_full(
+            req,
+            mode=consts.SubmissionMode.BENCHMARK,
+            reporter=reporter,
+            pre_sub_id=pre_sub_id,
+        )
+
+    if expect_create_called:
+        db.create_submission.assert_called_once()
+    else:
+        db.create_submission.assert_not_called()
+    db.mark_submission_hacked.assert_called_once_with(expected_sub_id, error="blocked")
+    db.mark_submission_done.assert_called_once_with(expected_sub_id)
diff --git a/tests/test_background_submission_manager.py b/tests/test_background_submission_manager.py
index ac038972..943c503d 100644
--- a/tests/test_background_submission_manager.py
+++ b/tests/test_background_submission_manager.py
@@ -6,6 +6,7 @@
 
 from libkernelbot.background_submission_manager import BackgroundSubmissionManager
 from libkernelbot.consts import SubmissionMode
+from libkernelbot.kernelguard import KernelGuardRejected
 from libkernelbot.submission import ProcessedSubmissionRequest
 
 
@@ -146,3 +147,33 @@ async def fake_submit_full(req, mode, reporter, sub_id):
     async with manager._state_lock:
         assert len(manager._workers) == manager.min_workers
     await manager.stop()
+
+
+@pytest.mark.asyncio
+async def test_hacked_submission_sets_hacked_status(mock_backend):
+    db_context = mock_backend.db
+    db_context.upsert_submission_job_status = mock.Mock(
+        side_effect=lambda *a, **k: a[0]
+    )
+    db_context.update_heartbeat_if_active = mock.Mock()
+
+    async def fake_submit_full(req, mode, reporter, sub_id):
+        raise KernelGuardRejected("blocked by kernelguard", result={})
+
+    mock_backend.submit_full = fake_submit_full
+
+    manager = BackgroundSubmissionManager(
+        mock_backend, min_workers=1, max_workers=1, idle_seconds=0.1
+    )
+    await manager.start()
+
+    await manager.enqueue(get_req(1), SubmissionMode.BENCHMARK, sub_id=42)
+    await manager.queue.join()
+    await asyncio.sleep(0.05)
+
+    assert (
+        mock.call(42, status="hacked", last_heartbeat=mock.ANY, error="blocked by kernelguard")
+        in db_context.upsert_submission_job_status.call_args_list
+    )
+
+    await manager.stop()
diff --git a/tests/test_kernelguard.py b/tests/test_kernelguard.py
new file mode 100644
index 00000000..2c36c36d
--- /dev/null
+++ b/tests/test_kernelguard.py
@@ -0,0 +1,78 @@
+import pytest
+
+from libkernelbot import kernelguard
+from libkernelbot.consts import SubmissionMode
+from libkernelbot.utils import KernelBotError
+
+
+def test_should_precheck_submission_enabled_modes(monkeypatch):
+    monkeypatch.setenv("KERNELGUARD_ENABLED", "1")
+
+    assert kernelguard.should_precheck_submission(SubmissionMode.BENCHMARK)
+    assert kernelguard.should_precheck_submission(SubmissionMode.PROFILE)
+    assert kernelguard.should_precheck_submission(SubmissionMode.LEADERBOARD)
+    assert kernelguard.should_precheck_submission(SubmissionMode.PRIVATE)
+    assert not kernelguard.should_precheck_submission(SubmissionMode.TEST)
+
+
+def test_should_precheck_submission_disabled(monkeypatch):
+    monkeypatch.delenv("KERNELGUARD_ENABLED", raising=False)
+    assert not kernelguard.should_precheck_submission(SubmissionMode.BENCHMARK)
+
+
+def test_enforce_submission_precheck_rejects_filtered_code(monkeypatch):
+    monkeypatch.setenv("KERNELGUARD_ENABLED", "1")
+    monkeypatch.setattr(
+        kernelguard,
+        "analyze_submission",
+        lambda code: {
+            "classification": "hacked",
+            "should_filter": True,
+            "filter_reason": "high_critical",
+            "matched_patterns": [{"pattern": "MODULE_MUTATION"}],
+        },
+    )
+
+    with pytest.raises(
+        kernelguard.KernelGuardRejected,
+        match=(
+            r"Submission rejected by KernelGuard pre-check "
+            r"\(high_critical\)\. Matched rules: MODULE_MUTATION\."
+        ),
+    ):
+        kernelguard.enforce_submission_precheck("print('hello')", "submission.py")
+
+
+def test_enforce_submission_precheck_fail_closed(monkeypatch):
+    monkeypatch.setenv("KERNELGUARD_ENABLED", "1")
+    monkeypatch.delenv("KERNELGUARD_FAIL_OPEN", raising=False)
+
+    def _raise(_code):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr(kernelguard, "analyze_submission", _raise)
+
+    with pytest.raises(
+        KernelBotError,
+        match="KernelGuard pre-check is unavailable right now. Please try again later.",
+    ):
+        kernelguard.enforce_submission_precheck("print('hello')", "submission.py")
+
+
+def test_enforce_submission_precheck_fail_open(monkeypatch):
+    monkeypatch.setenv("KERNELGUARD_ENABLED", "1")
+    monkeypatch.setenv("KERNELGUARD_FAIL_OPEN", "1")
+
+    def _raise(_code):
+        raise RuntimeError("boom")
+
+    monkeypatch.setattr(kernelguard, "analyze_submission", _raise)
+
+    assert kernelguard.enforce_submission_precheck("print('hello')", "submission.py") is None
+
+
+def test_analyze_submission_uses_cli_path(monkeypatch):
+    expected = {"classification": "valid", "should_filter": False, "matched_patterns": []}
+    monkeypatch.setattr(kernelguard, "_analyze_with_cli", lambda code: expected)
+
+    assert kernelguard.analyze_submission("print('hello')") is expected

From 3677de4f85d66416506ecc93f58371fea65199fb Mon Sep 17 00:00:00 2001
From: Sinatras <SinatrasC@users.noreply.github.com>
Date: Fri, 20 Mar 2026 01:54:13 +0300
Subject: [PATCH 2/3] Update Python version requirement and enhance KernelGuard
 integration

- Updated Python version requirement from 3.10 to 3.11 in pyproject.toml and uv.lock.
- Added `kernelguard` dependency to manage submission pre-checks.
- Enhanced error handling in submission processes to include KernelGuard rejection scenarios.
- Implemented pre-check logic in the submission workflow to prevent blocked submissions from queuing.
- Updated tests to reflect changes in submission handling and pre-check logic.
---
 pyproject.toml                                |   3 +-
 src/kernelbot/api/api_utils.py                |   5 +-
 src/kernelbot/api/main.py                     |  13 +
 src/libkernelbot/backend.py                   |  20 +-
 .../background_submission_manager.py          |   2 +-
 src/libkernelbot/kernelguard.py               |   3 +-
 tests/test_backend.py                         |   2 +-
 tests/test_background_submission_manager.py   |   6 +-
 uv.lock                                       | 335 +-----------------
 9 files changed, 55 insertions(+), 334 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 2b2da6cb..58028ca4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -7,7 +7,7 @@ name = "discord-cluster-manager"
 version = "0.1.0"
 description = "Discord bot for managing compute clusters and running kernel benchmarks"
 readme = "README.md"
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 dependencies = [
     "PyGithub",
     "aiohttp",
@@ -25,6 +25,7 @@ dependencies = [
     "jinja2",
     "huggingface-hub>=0.20",
     "pyarrow>=14.0",
+    "kernelguard>=0.1.1",
 ]
 
 [project.optional-dependencies]
diff --git a/src/kernelbot/api/api_utils.py b/src/kernelbot/api/api_utils.py
index ec937372..a0f1d93a 100644
--- a/src/kernelbot/api/api_utils.py
+++ b/src/kernelbot/api/api_utils.py
@@ -6,6 +6,7 @@
 from kernelbot.env import env
 from libkernelbot.backend import KernelBackend
 from libkernelbot.consts import SubmissionMode
+from libkernelbot.kernelguard import KernelGuardRejected
 from libkernelbot.leaderboard_db import LeaderboardDB
 from libkernelbot.report import (
     Log,
@@ -157,8 +158,10 @@ async def _run_submission(
     reporter = MultiProgressReporterAPI()
     try:
         sub_id, results = await backend.submit_full(req, mode, reporter)
+    except KernelGuardRejected as e:
+        raise HTTPException(status_code=400, detail=str(e)) from e
     except KernelBotError as e:
-        raise HTTPException(status_code=getattr(e, "http_code", 400), detail=str(e)) from e
+        raise HTTPException(status_code=getattr(e, "http_code", 500), detail=str(e)) from e
     return results, [rep.get_message() + "\n" + rep.long_report for rep in reporter.runs]
 
 
diff --git a/src/kernelbot/api/main.py b/src/kernelbot/api/main.py
index 260fb09b..8b148579 100644
--- a/src/kernelbot/api/main.py
+++ b/src/kernelbot/api/main.py
@@ -15,6 +15,7 @@
 from libkernelbot.background_submission_manager import BackgroundSubmissionManager
 from libkernelbot.consts import SubmissionMode
 from libkernelbot.db_types import IdentityType
+from libkernelbot.kernelguard import KernelGuardRejected, enforce_submission_precheck, should_precheck_submission
 from libkernelbot.leaderboard_db import LeaderboardDB, LeaderboardRankedEntry
 from libkernelbot.problem_sync import sync_problems
 from libkernelbot.submission import (
@@ -534,6 +535,18 @@ async def run_submission_async(
         if not req.gpus or len(req.gpus) != 1:
             raise HTTPException(status_code=400, detail="Invalid GPU type")
 
+        # run KernelGuard pre-check before enqueuing to avoid filling the queue with blocked submissions
+        if should_precheck_submission(submission_mode_enum):
+            try:
+                await asyncio.wait_for(
+                    asyncio.to_thread(enforce_submission_precheck, req.code, req.file_name),
+                    timeout=5.0,
+                )
+            except asyncio.TimeoutError as e:
+                raise HTTPException(status_code=504, detail="KernelGuard pre-check timed out") from e
+            except KernelGuardRejected as e:
+                raise HTTPException(status_code=400, detail=str(e)) from e
+
         # put submission request to background manager to run in background
         sub_id, job_status_id = await enqueue_background_job(
             req, submission_mode_enum, backend_instance, background_submission_manager
diff --git a/src/libkernelbot/backend.py b/src/libkernelbot/backend.py
index 3fb60f11..997dc7ed 100644
--- a/src/libkernelbot/backend.py
+++ b/src/libkernelbot/backend.py
@@ -58,10 +58,11 @@ async def submit_full(
         mode: SubmissionMode,
         reporter: MultiProgressReporter,
         pre_sub_id: Optional[int] = None,
+        skip_precheck: bool = False,
     ):
         """
         pre_sub_id is used to pass the submission id which is created beforehand.
-
+        skip_precheck skips the KernelGuard pre-check (use when the caller already ran it).
         """
         if pre_sub_id is not None:
             sub_id = pre_sub_id
@@ -76,8 +77,9 @@ async def submit_full(
                     user_name=req.user_name,
                 )
         selected_gpus = [get_gpu_by_name(gpu) for gpu in req.gpus]
+        submission_started = False
         try:
-            if should_precheck_submission(mode):
+            if not skip_precheck and should_precheck_submission(mode):
                 try:
                     await asyncio.to_thread(enforce_submission_precheck, req.code, req.file_name)
                 except KernelGuardRejected as exc:
@@ -88,7 +90,16 @@ async def submit_full(
                     with self.db as db:
                         db.mark_submission_hacked(sub_id, error=str(exc))
                     raise
+                except Exception as exc:
+                    logger.error(
+                        "Submission %s precheck unavailable: file=%s, mode=%s, error=%s",
+                        sub_id, req.file_name, mode, str(exc)
+                    )
+                    with self.db as db:
+                        db.mark_submission_done(sub_id)
+                    raise
 
+            submission_started = True
             tasks = [
                 self.submit_leaderboard(
                     sub_id,
@@ -122,8 +133,9 @@ async def submit_full(
             )
             results = await asyncio.gather(*tasks)
         finally:
-            with self.db as db:
-                db.mark_submission_done(sub_id)
+            if submission_started:
+                with self.db as db:
+                    db.mark_submission_done(sub_id)
         return sub_id, results
 
     async def submit_leaderboard(  # noqa: C901
diff --git a/src/libkernelbot/background_submission_manager.py b/src/libkernelbot/background_submission_manager.py
index 2174cf7d..446470ae 100644
--- a/src/libkernelbot/background_submission_manager.py
+++ b/src/libkernelbot/background_submission_manager.py
@@ -234,7 +234,7 @@ async def heartbeat():
             reporter = BackgroundSubmissionManagerReporter()
             await asyncio.wait_for(
                 self.backend.submit_full(
-                    item.req, item.mode, reporter, sub_id
+                    item.req, item.mode, reporter, sub_id, skip_precheck=True
                 ),
                 timeout=HARD_TIMEOUT_SEC,
             )
diff --git a/src/libkernelbot/kernelguard.py b/src/libkernelbot/kernelguard.py
index 0daa6b45..138deed8 100644
--- a/src/libkernelbot/kernelguard.py
+++ b/src/libkernelbot/kernelguard.py
@@ -134,7 +134,8 @@ def enforce_submission_precheck(code: str, file_name: str) -> dict[str, Any] | N
         if _fail_open_enabled():
             return None
         raise KernelBotError(
-            "KernelGuard pre-check is unavailable right now. Please try again later."
+            "KernelGuard pre-check is unavailable right now. Please try again later.",
+            code=503,
         ) from exc
 
     classification = str(result.get("classification", "unknown"))
diff --git a/tests/test_backend.py b/tests/test_backend.py
index eb84fc9c..b4f01f35 100644
--- a/tests/test_backend.py
+++ b/tests/test_backend.py
@@ -423,4 +423,4 @@ def _reject(code, file_name):
     else:
         db.create_submission.assert_not_called()
     db.mark_submission_hacked.assert_called_once_with(expected_sub_id, error="blocked")
-    db.mark_submission_done.assert_called_once_with(expected_sub_id)
+    db.mark_submission_done.assert_not_called()
diff --git a/tests/test_background_submission_manager.py b/tests/test_background_submission_manager.py
index 943c503d..93b7b246 100644
--- a/tests/test_background_submission_manager.py
+++ b/tests/test_background_submission_manager.py
@@ -58,7 +58,7 @@ async def test_enqueue_and_run_job(mock_backend):
     db_context.update_heartbeat_if_active = mock.Mock()
 
     # mock submit_full
-    async def fake_submit_full(req, mode, reporter, sub_id):
+    async def fake_submit_full(req, mode, reporter, sub_id, skip_precheck=False):
         await asyncio.sleep(0.01)  # simulate a long-running job
         return None, None
 
@@ -120,7 +120,7 @@ async def test_scale_up_and_down(mock_backend):
     )
     db_context.update_heartbeat_if_active = mock.Mock()
 
-    async def fake_submit_full(req, mode, reporter, sub_id):
+    async def fake_submit_full(req, mode, reporter, sub_id, skip_precheck=False):
         await asyncio.sleep(0.05)
         return None, None
 
@@ -157,7 +157,7 @@ async def test_hacked_submission_sets_hacked_status(mock_backend):
     )
     db_context.update_heartbeat_if_active = mock.Mock()
 
-    async def fake_submit_full(req, mode, reporter, sub_id):
+    async def fake_submit_full(req, mode, reporter, sub_id, skip_precheck=False):
         raise KernelGuardRejected("blocked by kernelguard", result={})
 
     mock_backend.submit_full = fake_submit_full
diff --git a/uv.lock b/uv.lock
index b31b6099..7bdcea9b 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,9 +1,9 @@
 version = 1
 revision = 3
-requires-python = ">=3.10"
+requires-python = ">=3.11"
 resolution-markers = [
-    "python_full_version < '3.13'",
     "python_full_version >= '3.13'",
+    "python_full_version < '3.13'",
 ]
 
 [[package]]
@@ -22,7 +22,6 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
     { name = "aiosignal" },
-    { name = "async-timeout", marker = "python_full_version < '3.11'" },
     { name = "attrs" },
     { name = "frozenlist" },
     { name = "multidict" },
@@ -31,23 +30,6 @@ dependencies = [
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/42/32cf8e7704ceb4481406eb87161349abb46a57fee3f008ba9cb610968646/aiohttp-3.13.3.tar.gz", hash = "sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88", size = 7844556, upload-time = "2026-01-03T17:33:05.204Z" }
 wheels = [
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-    { url = "https://files.pythonhosted.org/packages/68/03/8fa90a7e6d11ff20a18837a8e2b5dd23db01aabc475aa9271c8ad33299f5/aiohttp-3.13.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:147e422fd1223005c22b4fe080f5d93ced44460f5f9c105406b753612b587821", size = 496099, upload-time = "2026-01-03T17:29:15.268Z" },
-    { url = "https://files.pythonhosted.org/packages/d2/23/b81f744d402510a8366b74eb420fc0cc1170d0c43daca12d10814df85f10/aiohttp-3.13.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:859bd3f2156e81dd01432f5849fc73e2243d4a487c4fd26609b1299534ee1845", size = 491072, upload-time = "2026-01-03T17:29:16.922Z" },
-    { url = "https://files.pythonhosted.org/packages/d5/e1/56d1d1c0dd334cd203dd97706ce004c1aa24b34a813b0b8daf3383039706/aiohttp-3.13.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:dca68018bf48c251ba17c72ed479f4dafe9dbd5a73707ad8d28a38d11f3d42af", size = 1671588, upload-time = "2026-01-03T17:29:18.539Z" },
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@@ -171,7 +153,6 @@ name = "anyio"
 version = "4.10.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "exceptiongroup", marker = "python_full_version < '3.11'" },
     { name = "idna" },
     { name = "sniffio" },
     { name = "typing-extensions", marker = "python_full_version < '3.13'" },
@@ -181,15 +162,6 @@ wheels = [
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 ]
 
-[[package]]
-name = "async-timeout"
-version = "5.0.1"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/a5/ae/136395dfbfe00dfc94da3f3e136d0b13f394cba8f4841120e34226265780/async_timeout-5.0.1.tar.gz", hash = "sha256:d9321a7a3d5a6a5e187e824d2fa0793ce379a202935782d555d6e9d2735677d3", size = 9274, upload-time = "2024-11-06T16:41:39.6Z" }
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-
 [[package]]
 name = "attrs"
 version = "25.3.0"
@@ -255,15 +227,6 @@ wheels = [
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-[[package]]
-name = "backports-asyncio-runner"
-version = "1.2.0"
-source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/8e/ff/70dca7d7cb1cbc0edb2c6cc0c38b65cba36cccc491eca64cabd5fe7f8670/backports_asyncio_runner-1.2.0.tar.gz", hash = "sha256:a5aa7b2b7d8f8bfcaa2b57313f70792df84e32a2a746f585213373f900b42162", size = 69893, upload-time = "2025-07-02T02:27:15.685Z" }
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 [[package]]
 name = "better-profanity"
 version = "0.7.0"
@@ -291,18 +254,6 @@ dependencies = [
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From efae1b44ec9ddeb820ce0a8d1b99ec69e3cdf002 Mon Sep 17 00:00:00 2001
From: Sinatras <93725039+SinatrasC@users.noreply.github.com>
Date: Fri, 20 Mar 2026 02:04:20 +0300
Subject: [PATCH 3/3] ruff fix

---
 src/libkernelbot/backend.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/src/libkernelbot/backend.py b/src/libkernelbot/backend.py
index c48a41ac..60214b28 100644
--- a/src/libkernelbot/backend.py
+++ b/src/libkernelbot/backend.py
@@ -269,4 +269,4 @@ async def handle_submission(
         return result
 
     def _get_arch(self, gpu_type: GPU):
-        return GPU_TO_SM[gpu_type.name]
\ No newline at end of file
+        return GPU_TO_SM[gpu_type.name]