2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

25.1K

Stars

Rust

Language

1.1M

Lines of Code

2.2K

Files

2.4K

Pattern Hits

2026-10-31

Scan Date

0.04

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 7.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1657 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.5/100 · LOW

Are imports declared and package/API names verified? 234 finding(s).

Agent Over-Engineering Ratio 5.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 746 finding(s).

PR Review Velocity Impact 14.4/100 · LOW

Which changes need focused human review? 2364 finding(s).

What These Metrics Mean

Adjusted Signal: Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score: Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor: A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits: Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate: High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files: Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 2HIGH 81MEDIUM 284LOW 1997

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 2364 distinct pattern matches across 22 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block1174 hits · 1080 pts

Severity	File	Line	Snippet	Context
LOW	sql_generation/generation/mod.rs	41	/// ArbitraryFrom trait for generating random values from a given value	COMMENT
LOW	sql_generation/generation/expr.rs	121	// base: Option::arbitrary_from(rng, t),	COMMENT
LOW	sql_generation/generation/expr.rs	141	// Box::new(\|rng\| {	COMMENT
LOW	sql_generation/generation/expr.rs	161	// let table_idx = pick_index(t.tables.len(), rng);	COMMENT
LOW	sql_generation/generation/opts.rs	21	#[serde(deny_unknown_fields, default)]	COMMENT
LOW	sql_generation/generation/predicate/unary.rs	141	num_retries,	COMMENT
LOW	sql_generation/generation/predicate/unary.rs	201	let column_index = rng.random_range(0..row.len());	COMMENT
LOW	sql_generation/generation/predicate/unary.rs	221	// // True Value with negative is still True	COMMENT
LOW	tools/dbhash/src/encoder.rs	1	//! Value encoding for dbhash.	COMMENT
LOW	core/types.rs	121	}	COMMENT
LOW	core/types.rs	2101	///	COMMENT
LOW	core/types.rs	2121	/// Creates a new payload iterator from a raw payload slice.	COMMENT
LOW	core/types.rs	2841	SeekOp::LE { eq_only: false } => std::cmp::Ordering::Less,	COMMENT
LOW	core/types.rs	2861	/// - Payload is at least 2 bytes (header size + first serial type)	COMMENT
LOW	core/types.rs	2941	}	COMMENT
LOW	core/types.rs	2961	///	COMMENT
LOW	core/types.rs	3061	}	COMMENT
LOW	core/types.rs	3081	/// * `index_info` - Contains sort order information for each field	COMMENT
LOW	core/types.rs	3801	///	COMMENT
LOW	core/types.rs	5061	header_length + size_of::<i8>() + size_of::<f64>() + text.len()	COMMENT
LOW	core/database.rs	201	#[derive(Clone, Debug, Default)]	COMMENT
LOW	core/database.rs	461	///	COMMENT
LOW	core/database.rs	621	/// happens at process-level POSIX file advisory locks.	COMMENT
LOW	core/database.rs	681	_shared_page_cache: Arc<RwLock<PageCache>>,	COMMENT
LOW	core/database.rs	1321	/// set.	COMMENT
LOW	core/database.rs	1981	///	COMMENT
LOW	core/database.rs	2301	// `Pager::allocate_page1` fsyncs page 1 to the main file	COMMENT
LOW	core/database.rs	2541	/// preparing waits for that writer at its own commit). `connect` pumps	COMMENT
LOW	core/database.rs	3481	/// Register an `InternalVirtualTable` into this database's catalog. The	COMMENT
LOW	core/statement.rs	41	/// behalf of the user. Root statements are the only statements that count	COMMENT
LOW	core/statement.rs	81	/// Returned by [`Statement::get_column_type_info`]. Surfaces the array depth	COMMENT
LOW	core/statement.rs	101	/// rather than fabricating a name — callers can fall through to their own	COMMENT
LOW	core/statement.rs	121	///	COMMENT
LOW	core/statement.rs	141	/// Returned as part of [`ColumnTypeInfo`]. `#[non_exhaustive]` so that new	COMMENT
LOW	core/statement.rs	181	/// - `None`: use connection default	COMMENT
LOW	core/statement.rs	681	// enough because callers do not always reset on error before	COMMENT
LOW	core/statement.rs	841	}	COMMENT
LOW	core/statement.rs	1201	///	COMMENT
LOW	core/error.rs	61	IoBackendUnavailable(String),	COMMENT
LOW	core/error.rs	101	#[error("Parse error: {0}")]	COMMENT
LOW	core/error.rs	121	#[error("Extension error: {0}")]	COMMENT
LOW	core/error.rs	141	/// commit transaction - SQL statements in progress"), but unlike `Busy`	COMMENT
LOW	core/error.rs	161	#[error("Transaction terminated")]	COMMENT
LOW	core/error.rs	181	#[error("Planning error: {0}")]	COMMENT
LOW	core/lib.rs	201	/// Database index for the temp database (always 1 in SQLite).	COMMENT
LOW	core/percentile.rs	201	let index = (p * (n - 1.0)).floor() as usize;	COMMENT
LOW	core/schema.rs	261	/// One way an operator runs when an operand has a custom type: `args[0] op	COMMENT
LOW	core/schema.rs	281	Value,	COMMENT
LOW	core/schema.rs	301		COMMENT
LOW	core/schema.rs	861	/// backing table to reconstruct its descriptor (start / inc / min /	COMMENT
LOW	core/schema.rs	961	.get(..TURSO_INTERNAL_PREFIX.len())	COMMENT
LOW	core/schema.rs	981	//	COMMENT
LOW	core/schema.rs	3501	Ok(())	COMMENT
LOW	core/schema.rs	3581	/// `sqlite_schema`.	COMMENT
LOW	core/schema.rs	3761	// connection-local database id. Used when reparsing temp trigger	COMMENT
LOW	core/schema.rs	5941	pub plan: Box<Plan>,	COMMENT
LOW	core/schema.rs	7201	/// empty, the parent table's PRIMARY KEY columns. Always non-empty.	COMMENT
LOW	core/function.rs	601	)	COMMENT
LOW	core/busy.rs	1	use crate::MonotonicInstant;	COMMENT
LOW	core/busy.rs	41		COMMENT
1114 more matches not shown…

Decorative Section Separators178 hits · 557 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	core/storage/encryption.rs	31	/// ┌───────────────┐ ┌───────────────┐	COMMENT
MEDIUM⚡	core/storage/encryption.rs	34	/// │ (4048 bytes) │ ────────► │ Content │	COMMENT
MEDIUM⚡	core/storage/encryption.rs	36	/// ├───────────────┤ ├───────────────┤	COMMENT
MEDIUM⚡	core/storage/encryption.rs	38	/// │ (48 bytes) │ ├───────────────┤	COMMENT
MEDIUM⚡	core/storage/encryption.rs	40	/// └───────────────┘ └───────────────┘	COMMENT
MEDIUM	core/storage/encryption.rs	56	/// ┌─────────┬───────┬────────┬──────────────────┐	COMMENT
MEDIUM	core/storage/encryption.rs	61	/// └─────────┴───────┴────────┴──────────────────┘	COMMENT
MEDIUM	core/vdbe/hash_table.rs	4839	// ── Grace hash join tests ──────────────────────────────────────	COMMENT
MEDIUM	core/mvcc/database/tests.rs	11200	// ─── GC helpers ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	core/mvcc/database/tests.rs	11257	// ─── GC unit tests ───────────────────────────────────────────────────────	COMMENT
MEDIUM	core/mvcc/database/tests.rs	13830	// ─── GC quickcheck property tests ────────────────────────────────────────	COMMENT
MEDIUM	core/mvcc/database/tests.rs	15385	// ─── End-to-end GC + dual cursor tests ───────────────────────────────────	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	19	//! ┌─────────────────────────────────────────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	23	//! ├─────────────────────────────────────────┤	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	25	//! ├─────────────────────────────────────────┤	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	27	//! ├─────────────────────────────────────────┤	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	29	//! └─────────────────────────────────────────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	35	//! ┌─────────────────────────────────────────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	39	//! ├─────────────────────────────────────────┤	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	49	//! ├─────────────────────────────────────────┤	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	52	//! └─────────────────────────────────────────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	166	//! ┌──────────────┬──────────────────────────────┬───────────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	169	//! └──────────────┴──────────────────────────────┴───────────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	172	//! ┌──────────────┬──────────┬──────────┬──────────┬───────────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	175	//! └──────────────┴──────────┴──────────┴──────────┴───────────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	178	//! ┌───────────────────────────┬───────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	180	//! └───────────────────────────┴───────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	185	//! ┌────────┬────────────────────┬──────────┬────────────┬─────────────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	187	//! └────────┴────────────────────┴──────────┴────────────┴─────────────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	198	//! ┌──────┬──────┬────────────┬──────────┬──────┬────────────┬──────┬──────┬──────┬───────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	200	//! └──────┴──────┴─────┼──────┴──────────┴──────┴──────┼─────┴──────┴──────┴──────┴───────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	207	//! ┌──────┬──────┬──────┐ ┌──────┬──────┬──────┬──────┐ ┌──────┬──────┬──────┬──────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	209	//! └──────┴──────┴──────┘ └──────┴──────┴──────┴──────┘ └──────┴──────┴──────┴──────┘	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	218	//! ┌───────────┬────┐ ┌───────────┬────┐ ┌───────────┬────┐	COMMENT
MEDIUM⚡	core/mvcc/persistent_storage/logical_log.rs	221	//! └───────────┴────┘ └───────────┴────┘ └───────────┴────┘	COMMENT
MEDIUM	core/functions/printf.rs	150	// ── Coercion helpers ────────────────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	205	// ── Formatting helpers ──────────────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	454	// ── Rounding (sqlite3.c:36968-36997) ──────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	519	// ── Integer part (sqlite3.c:32581-32588) ───────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	539	// ── Fractional part (sqlite3.c:32591-32602) ────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	677	// ── Per-specifier formatters ────────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	974	// ── Exponential notation ──────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	981	// ── Fixed-point notation ──────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	1259	// ── Main entry point ────────────────────────────────────────────	COMMENT
MEDIUM	core/functions/printf.rs	1782	// ── Bug fix regression tests ────────────────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	75	// ── SELECT one field: flat column vs struct field ────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	124	// ── SELECT two fields: flat columns vs struct fields ────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	171	// ── WHERE filter: flat column vs struct field ───────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	221	// ── INSERT: flat row vs struct_pack row ─────────────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	280	// ── Union extract vs flat column read ──────────────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	320	// ── Union tag scan vs typeof() on flat column ──────────────────────────	COMMENT
MEDIUM	core/benches/struct_union_benchmark.rs	367	// ── criterion wiring ───────────────────────────────────────────────────	COMMENT
MEDIUM	…rverless/python/differential/test_encryption_header.py	37	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…rverless/python/differential/test_encryption_header.py	40	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…rverless/python/differential/test_encryption_header.py	149	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	…rverless/python/differential/test_encryption_header.py	151	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	serverless/python/differential/test_parity.py	606	# ---------------------------------------------------------------------------	COMMENT
MEDIUM⚡	serverless/python/differential/test_parity.py	609	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	serverless/python/differential/test_parity.py	48	# ---------------------------------------------------------------------------	COMMENT
MEDIUM	serverless/python/differential/test_parity.py	50	# ---------------------------------------------------------------------------	COMMENT
118 more matches not shown…

Excessive Try-Catch Wrapping231 hits · 308 pts

Severity	File	Line	Snippet	Context
LOW⚡	serverless/python/differential/test_parity.py	593	except Exception:	CODE
LOW⚡	serverless/python/differential/test_parity.py	602	except Exception:	CODE
LOW⚡	serverless/python/differential/test_parity.py	696	except Exception:	CODE
LOW⚡	serverless/python/differential/test_parity.py	700	except Exception:	CODE
LOW⚡	serverless/python/differential/test_parity.py	704	except Exception:	CODE
LOW	serverless/python/differential/test_parity.py	510	except Exception:	CODE
LOW	serverless/python/differential/test_parity.py	567	except Exception as exc:	CODE
LOW	serverless/python/differential/test_parity.py	792	except Exception:	CODE
LOW	serverless/python/differential/test_parity.py	834	except Exception:	CODE
LOW	serverless/python/turso_serverless/session.py	268	except Exception:	CODE
LOW	serverless/python/turso_serverless/session.py	339	except Exception:	CODE
LOW	serverless/python/turso_serverless/connection.py	319	except Exception as e:	CODE
LOW	serverless/python/turso_serverless/connection.py	393	except Exception as primary_error:	CODE
LOW	testing/antithesis/multiprocess/anytime_validate.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/multiprocess/anytime_validate.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/multiprocess/finally_validate.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/multiprocess/finally_validate.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	…/antithesis/multiprocess/parallel_driver_checkpoint.py	11	except Exception as e:	CODE
MEDIUM	…/antithesis/multiprocess/parallel_driver_checkpoint.py	12	print(f"Error connecting to database: {e}")	CODE
LOW	…/antithesis/multiprocess/parallel_driver_checkpoint.py	23	except Exception as e:	CODE
LOW	…thesis/multiprocess/parallel_driver_integrity_check.py	8	except Exception as e:	CODE
MEDIUM	…thesis/multiprocess/parallel_driver_integrity_check.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/multiprocess/parallel_driver_read.py	16	except Exception as e:	CODE
MEDIUM	testing/antithesis/multiprocess/parallel_driver_read.py	17	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/multiprocess/parallel_driver_read.py	33	except Exception as e:	CODE
LOW	testing/antithesis/multiprocess/first_setup.py	11	except Exception as e:	CODE
MEDIUM	testing/antithesis/multiprocess/first_setup.py	12	print(f"Error connecting to database: {e}")	CODE
LOW	…sting/antithesis/multiprocess/parallel_driver_write.py	9	except Exception as e:	CODE
MEDIUM	…sting/antithesis/multiprocess/parallel_driver_write.py	10	print(f"Error connecting to database: {e}")	CODE
LOW	…sting/antithesis/multiprocess/parallel_driver_write.py	32	except Exception as e:	CODE
LOW	…sting/antithesis/multiprocess/parallel_driver_write.py	36	except Exception as rollback_error:	CODE
LOW	…sting/antithesis/stress-crash/helper_recovery_check.py	34	except Exception as e:	CODE
LOW	testing/antithesis/bank-test/anytime_validate.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/bank-test/anytime_validate.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/bank-test/finally_validate.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/bank-test/finally_validate.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/bank-test/eventually_validate.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/bank-test/eventually_validate.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	testing/antithesis/bank-test/first_setup.py	8	except Exception as e:	CODE
MEDIUM	testing/antithesis/bank-test/first_setup.py	9	print(f"Error connecting to database: {e}")	CODE
LOW	…esis/bank-test/parallel_driver_generate_transaction.py	21	except Exception as e:	CODE
MEDIUM	…esis/bank-test/parallel_driver_generate_transaction.py	22	print(f"Error connecting to database: {e}")	CODE
LOW	…sis/stress-composer/parallel_driver_schema_rollback.py	12	except Exception as e:	CODE
MEDIUM	…sis/stress-composer/parallel_driver_schema_rollback.py	13	print(f"Error connecting to database: {e}")	CODE
LOW	…sis/stress-composer/parallel_driver_schema_rollback.py	33	except Exception as e:	CODE
LOW	…is/stress-composer/parallel_driver_nested_savepoint.py	13	except Exception as e:	CODE
MEDIUM	…is/stress-composer/parallel_driver_nested_savepoint.py	14	print(f"Error connecting to database: {e}")	CODE
LOW	…is/stress-composer/parallel_driver_nested_savepoint.py	35	except Exception as e:	CODE
LOW	…esis/stress-composer/parallel_driver_integritycheck.py	12	except Exception as e:	CODE
MEDIUM	…esis/stress-composer/parallel_driver_integritycheck.py	13	print(f"Error connecting to database: {e}")	CODE
LOW	…esis/stress-composer/parallel_driver_integritycheck.py	32	except Exception as e:	CODE
LOW⚡	…tithesis/stress-composer/parallel_driver_drop_index.py	10	except Exception as e:	CODE
MEDIUM⚡	…tithesis/stress-composer/parallel_driver_drop_index.py	11	print(f"Error connecting to database: {e}")	CODE
LOW⚡	…tithesis/stress-composer/parallel_driver_drop_index.py	19	except Exception as e:	CODE
LOW	…tithesis/stress-composer/parallel_driver_drop_index.py	64	except Exception as e:	STRING
LOW	…g/antithesis/stress-composer/parallel_driver_vacuum.py	11	except Exception as e:	CODE
LOW	…thesis/stress-composer/parallel_driver_create_index.py	12	except Exception as e:	CODE
MEDIUM	…thesis/stress-composer/parallel_driver_create_index.py	13	print(f"Error connecting to database: {e}")	CODE
LOW	…thesis/stress-composer/parallel_driver_create_index.py	33	except Exception as e:	CODE
LOW	…ithesis/stress-composer/parallel_driver_alter_table.py	11	except Exception as e:	CODE
171 more matches not shown…

Empty Error Handlers45 hits · 225 pts

Severity	File	Line	Snippet	Context
HIGH	tools/thesis/src/thesis/runner.py	310	except (ProcessLookupError, PermissionError):	CODE
HIGH	serverless/python/differential/test_parity.py	792	except Exception:	CODE
HIGH	serverless/python/differential/test_parity.py	834	except Exception:	CODE
HIGH	serverless/python/differential/test_parity.py	696	except Exception:	CODE
HIGH	serverless/python/differential/test_parity.py	700	except Exception:	CODE
HIGH	serverless/python/differential/test_parity.py	704	except Exception:	CODE
HIGH	serverless/python/differential/test_parity.py	593	except Exception:	CODE
HIGH	serverless/python/turso_serverless/session.py	268	except Exception:	CODE
HIGH	serverless/python/turso_serverless/session.py	339	except Exception:	CODE
HIGH	serverless/python/turso_serverless/session.py	204	except ValueError:	CODE
HIGH	…is/stress-composer/parallel_driver_nested_savepoint.py	62	except turso.IntegrityError:	CODE
HIGH	…g/antithesis/stress-composer/parallel_driver_vacuum.py	25	except OSError:	CODE
HIGH	…g/antithesis/stress-composer/parallel_driver_vacuum.py	64	except OSError:	CODE
HIGH	…g/antithesis/stress-composer/parallel_driver_update.py	67	except turso.IntegrityError:	CODE
HIGH	…ntithesis/stress-composer/parallel_driver_savepoint.py	73	except turso.IntegrityError:	CODE
HIGH	…ntithesis/stress-composer/parallel_driver_savepoint.py	90	except turso.IntegrityError:	CODE
HIGH	testing/antithesis/stress-composer/first_setup.py	20	except OSError:	CODE
HIGH	testing/antithesis/stress-composer/first_setup.py	26	except OSError:	CODE
HIGH	…thesis/stress-composer/parallel_driver_create_table.py	40	except ValueError:	CODE
HIGH	…antithesis/stress-composer/parallel_driver_rollback.py	53	except turso.IntegrityError:	CODE
HIGH	…g/antithesis/stress-composer/parallel_driver_insert.py	53	except turso.IntegrityError:	CODE
HIGH	testing/sqlright/crash_reports/lib/database.py	224	except sqlite3.IntegrityError:	CODE
HIGH	testing/sqlright/crash_reports/lib/parser.py	88	except OSError:	CODE
HIGH	examples/python/concurrent_writes.py	39	except Exception:	CODE
HIGH	scripts/corruption_bisecter.py	83	except FileNotFoundError:	CODE
HIGH	scripts/corruption-debug-tools/lib/record.py	219	except Exception:	CODE
HIGH	scripts/corruption-debug-tools/lib/record.py	258	except Exception:	CODE
HIGH	bindings/python/tests/test_database.py	608	except Exception:	CODE
HIGH	bindings/python/tests/test_database.py	628	except Exception:	CODE
HIGH	bindings/python/tests/test_database.py	814	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	875	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	446	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	465	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	522	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	774	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	847	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	1026	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	1073	except Exception:	CODE
HIGH	bindings/python/turso/lib.py	1136	except Exception:	CODE
HIGH	bindings/python/turso/lib_sync.py	268	except Exception:	CODE
HIGH	bindings/python/turso/lib_sync.py	225	except Exception:	CODE
HIGH	bindings/python/turso/lib_sync.py	291	except OSError:	CODE
HIGH	bindings/python/turso/lib_sync.py	324	except Exception:	CODE
HIGH	bindings/python/turso/lib_sync.py	202	except Exception:	CODE
HIGH	bindings/python/turso/lib_sync.py	223	except Exception:	CODE

Hyper-Verbose Identifiers267 hits · 185 pts

Severity	File	Line	Snippet	Context
LOW	tools/thesis/tests/test_run.py	69	def test_different_seed_different_run(tmp_path):	STRING
LOW	tools/thesis/tests/test_run.py	85	def test_steps_do_not_repeat_randomness(tmp_path):	STRING
LOW	tools/thesis/tests/test_run.py	100	def test_always_violation_fails_and_reproduces(tmp_path, capsys):	STRING
LOW	tools/thesis/tests/test_run.py	156	def test_unsatisfied_sometimes(tmp_path, capsys):	STRING
LOW	tools/thesis/tests/test_run.py	171	def test_workdir_must_be_empty(tmp_path):	STRING
LOW	tools/thesis/tests/test_run.py	179	def test_workdir_removed_on_success(tmp_path):	STRING
LOW	tools/thesis/tests/test_run.py	197	def test_existing_sitecustomize_still_runs(tmp_path):	STRING
LOW⚡	…rverless/python/differential/test_encryption_header.py	163	def test_header_name_matches_spec():	CODE
LOW⚡	…rverless/python/differential/test_encryption_header.py	169	def test_encryption_key_sent_on_every_request(stub_server, key):	CODE
LOW⚡	…rverless/python/differential/test_encryption_header.py	179	def test_no_key_sends_no_header(stub_server):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	192	def test_non_finite_result_decodes_as_nan(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	215	def test_finite_float_unchanged(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	218	def test_null_float_decodes_as_nan(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	302	def test_empty_batch_returns_no_results(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	307	def test_invalid_mode_is_rejected(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	312	def test_invalid_statement_is_rejected_with_index(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	318	def test_every_parameter_is_validated_before_the_request(self, monkeypatch, mode):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	727	def test_extended_constraint_code(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	735	def test_code_wins_over_message_text(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	742	def test_codeless_message_fallback(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	746	def test_server_error_carries_codes(self):	CODE
LOW⚡	serverless/python/tests/test_serverless.py	758	def test_server_error_tolerates_missing_fields(self):	CODE
LOW	serverless/python/tests/test_serverless.py	69	def test_error_on_invalid_sql(self):	CODE
LOW	serverless/python/tests/test_serverless.py	261	def test_error_stops_execution(self):	CODE
LOW	serverless/python/tests/test_serverless.py	349	def test_transaction_control_is_rejected_before_the_request(self, monkeypatch, sql):	CODE
LOW	serverless/python/tests/test_serverless.py	363	def test_rollback_failure_is_attached_to_the_statement_error(self):	CODE
LOW	serverless/python/tests/test_serverless.py	389	def test_batch_executes_parameterized_statements_in_order(self):	CODE
LOW	serverless/python/tests/test_serverless.py	418	def test_batch_error_identifies_the_failing_statement(self):	CODE
LOW	serverless/python/tests/test_serverless.py	444	def test_batch_joins_an_open_transaction(self):	CODE
LOW	serverless/python/tests/test_serverless.py	461	def test_batch_mode_commits_atomically(self):	CODE
LOW	serverless/python/tests/test_serverless.py	478	def test_batch_mode_rolls_back_on_failure(self):	CODE
LOW	serverless/python/tests/test_serverless.py	497	def test_batch_constraint_error_preserves_exception_class(self):	CODE
LOW	serverless/python/tests/test_serverless.py	542	def test_in_transaction_tracks_server_state(self):	CODE
LOW	serverless/python/tests/test_serverless.py	553	def test_in_transaction_survives_statement_error(self):	CODE
LOW	serverless/python/tests/test_serverless.py	563	def test_implicit_transaction_on_dml(self):	CODE
LOW	serverless/python/tests/test_serverless.py	589	def test_recovery_after_error(self):	CODE
LOW	serverless/python/tests/test_serverless.py	703	def test_close_rolls_back_open_transaction(self):	CODE
LOW	serverless/python/tests/test_serverless.py	796	def test_read_failure_is_fatal_for_stream(self, monkeypatch, exc):	CODE
LOW	serverless/python/tests/test_serverless.py	808	def test_read_failure_maps_to_dbapi_error(self, monkeypatch):	CODE
LOW	serverless/python/tests/test_serverless.py	837	def test_trailing_slash_stripped(self):	CODE
LOW	serverless/python/turso_serverless/connection.py	79	def _normalize_batch_statements(	CODE
LOW	serverless/python/turso_serverless/connection.py	102	def _reject_transaction_control_statements(	CODE
LOW	serverless/python/turso_serverless/connection.py	405	def _decode_batch_statement_result(step_result: Any, sql: str) -> BatchResult \| None:	CODE
LOW	…is/stress-composer/parallel_driver_nested_savepoint.py	46	def random_values_with_large_blobs():	CODE
LOW	…ntithesis/stress-composer/parallel_driver_savepoint.py	46	def random_values_with_large_blobs():	CODE
LOW	testing/antithesis/stress-composer/helper_utils.py	6	def generate_random_identifier(type: str, num: int):	CODE
LOW	testing/sqlright/crash_reports/lib/database.py	228	def update_session_crash_count(self, session_id: int):	CODE
LOW	testing/sqlright/crash_reports/lib/executor.py	22	def test_crash_against_tursodb(self, sql_content: str) -> Dict[str, Any]:	CODE
LOW	testing/sqlright/crash_reports/lib/executor.py	84	def test_crash_against_sqlite(self, sql_content: str) -> Dict[str, Any]:	CODE
LOW	testing/cli_tests/constraint.py	348	def regression_test_update_single_key(limbo: TestTursoShell):	CODE
LOW	testing/cli_tests/memory.py	118	def test_multi_way_hash_joins(turso: TestTursoShell):	CODE
LOW	testing/cli_tests/memory.py	176	def test_hash_join_star_pattern(turso: TestTursoShell):	CODE
LOW	testing/cli_tests/memory.py	196	def test_hash_join_outer_join(turso: TestTursoShell):	CODE
LOW	testing/cli_tests/mvcc.py	15	def test_create_table_with_mvcc():	CODE
LOW⚡	testing/cli_tests/cli_test_cases.py	23	def test_explain_query_plan_format_json():	CODE
LOW	testing/cli_tests/cli_test_cases.py	117	def test_switch_back_to_in_memory():	STRING
LOW	testing/cli_tests/cli_test_cases.py	183	def test_multi_line_single_line_comments_succession():	STRING
LOW	testing/cli_tests/cli_test_cases.py	252	def test_import_csv_create_table_from_header():	CODE
LOW	testing/cli_tests/cli_test_cases.py	276	def test_import_csv_multi_batch():	CODE
LOW	testing/cli_tests/cli_test_cases.py	304	def test_update_delete_reject_limit():	CODE
207 more matches not shown…

Cross-Language Confusion29 hits · 111 pts

Severity	File	Line	Snippet	Context
HIGH⚡	testing/cli_tests/cli_test_cases.py	27	'"result_columns":["1"],"nodes":[{"id":1,"parent":null,'	CODE
HIGH	testing/cli_tests/extensions.py	94	turso.run_test_fn(f".load {extension_path}", null)	STRING
HIGH	testing/cli_tests/extensions.py	106	turso.run_test_fn("SELECT regexp_substr('the year is unknow', '[0-9]+');", null)	STRING
HIGH	testing/cli_tests/extensions.py	129	null,	STRING
HIGH	testing/cli_tests/extensions.py	195	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	460	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	470	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	473	turso.run_test_fn("insert into t values ('other', 'value');", null)	STRING
HIGH⚡	testing/cli_tests/extensions.py	486	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	496	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	502	turso.run_test_fn("update t set value = 'updated' where key = 'key33';", null)	STRING
HIGH⚡	testing/cli_tests/extensions.py	513	turso.run_test_fn("update t set value = 'updated2';", null)	STRING
HIGH⚡	testing/cli_tests/extensions.py	521	null,	STRING
HIGH⚡	testing/cli_tests/extensions.py	525	turso.run_test_fn("update t set key = '100' where 1;", null, "where clause evaluates properly")	STRING
HIGH	testing/cli_tests/extensions.py	868	null,	STRING
HIGH	testing/cli_tests/extensions.py	896	turso.run_test_fn("DROP TABLE csv;", null, "Drop CSV table")	STRING
HIGH	testing/cli_tests/extensions.py	922	null,	STRING
HIGH	examples/python/sync_example.py	70	conn.push()	CODE
HIGH	scripts/report-flaky-tests.py	135	".[] \| select(.pull_request == null) \| {number, title}",	CODE
HIGH	bindings/python/tests/test_database_sync_aio.py	65	await conn.push()	CODE
HIGH	bindings/python/tests/test_database_sync_aio.py	84	await conn.push()	CODE
HIGH	bindings/python/tests/test_database_sync_aio.py	110	await conn.push()	CODE
HIGH	bindings/python/tests/test_sqlalchemy.py	492	sync.push()	CODE
HIGH	bindings/python/tests/test_database_sync.py	66	conn.push()	CODE
HIGH	bindings/python/tests/test_database_sync.py	87	conn.push()	CODE
HIGH	bindings/python/tests/test_database_sync.py	121	conn.push()	CODE
HIGH	bindings/python/turso/sqlalchemy/dialect.py	356	sync.push() # Push local changes	STRING
HIGH	bindings/python/turso/sqlalchemy/dialect.py	513	sync.push()	STRING
HIGH	bindings/python/turso/sqlalchemy/__init__.py	30	sync.push() # Push local changes	STRING

Unused Imports116 hits · 109 pts

Severity	File	Line	Context
LOW	tools/thesis/src/thesis/runner.py	15	CODE
LOW	tools/thesis/src/thesis/composer.py	8	CODE
LOW	tools/thesis/src/thesis/assertions.py	8	CODE
LOW	tools/thesis/src/thesis/cli.py	3	CODE
LOW	…rverless/python/differential/test_encryption_header.py	15	CODE
LOW	serverless/python/differential/test_parity.py	16	CODE
LOW	serverless/python/tests/test_serverless.py	7	CODE
LOW	serverless/python/turso_serverless/dbapi.py	3	CODE
LOW	serverless/python/turso_serverless/protocol.py	3	CODE
LOW	serverless/python/turso_serverless/session.py	4	CODE
LOW	serverless/python/turso_serverless/__init__.py	15	CODE
LOW	serverless/python/turso_serverless/__init__.py	15	CODE
LOW	serverless/python/turso_serverless/__init__.py	15	CODE
LOW	serverless/python/turso_serverless/__init__.py	15	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/__init__.py	16	CODE
LOW	serverless/python/turso_serverless/connection.py	3	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	7	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	7	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	7	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	12	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	20	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	28	CODE
LOW	bindings/python/turso/lib_aio.py	1	CODE
LOW	bindings/python/turso/lib.py	1	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
LOW	bindings/python/turso/__init__.py	5	CODE
56 more matches not shown…

Verbosity Indicators59 hits · 106 pts

Severity	File	Line	Snippet	Context
LOW	core/translate/trigger_exec.rs	728	// For UPDATE OF, we need to check if any of the specified columns	COMMENT
LOW	core/translate/trigger_exec.rs	760	// For UPDATE OF, we need to check if any of the specified columns	COMMENT
LOW	core/translate/alter.rs	3147	// We need to check if the column exists in the table being renamed	COMMENT
LOW	core/translate/expr/translator.rs	393	// If LHS is NULL, we need to check if ephemeral is empty first.	COMMENT
LOW	core/storage/btree.rs	7203	// Step 1: Move cursor to the largest key in the left subtree.	COMMENT
LOW	core/storage/btree.rs	7282	// Step 2: Replace the cell in the parent (interior) page.	COMMENT
LOW	core/storage/btree.rs	7301	// Step 3: Delete the predecessor cell from the leaf page.	COMMENT
LOW	core/storage/btree.rs	10338	// otherwise, we need to check if we have enough space.	COMMENT
LOW	core/vdbe/execute.rs	17030	// Ephemeral tables have their own pager, so we need to check if this is an	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19381	// Step 2: Restart (simulates server redeploy)	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19384	// Step 3: Create more tables + insert into old tables, then checkpoint	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19401	// Step 4: Checkpoint - all tables get positive root pages, log truncated	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19404	// Step 5: More writes after checkpoint (un-checkpointed, in the log)	COMMENT
LOW	core/mvcc/database/tests.rs	19368	// Step 1: Create many tables, insert data, checkpoint	COMMENT
LOW	core/mvcc/database/tests.rs	19418	// Step 6: Restart again - log replay should not panic	COMMENT
LOW	core/mvcc/database/tests.rs	21664	// Step 1: open normally so PRAGMA journal_mode=mvcc creates the logical log.	COMMENT
LOW	core/mvcc/database/tests.rs	21687	// Step 3: re-open with the busy-on-log_tx storage wrapper.	COMMENT
LOW	core/mvcc/database/tests.rs	21721	// Step 3: open a CONCURRENT tx, do an INSERT, then arm log_tx Busy.	COMMENT
LOW	core/mvcc/database/tests.rs	21737	// Step 4: from another CONCURRENT tx, do an INSERT; the INSERT should go through.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	268	// Step 0: succeeds.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	270	// Step 1: fails on the unique constraint.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	272	// Step 2: runs because step 0 succeeded.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	277	// Step 3: skipped because step 1 did not succeed.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	282	// Step 4: runs; `error` is the negation of `ok`,	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	288	// Step 5: skipped; `error` on a skipped step is	COMMENT
LOW	tests/integration/index_method/mod.rs	6848	// Step 1: "process" 1, connection X pins an old snapshot and warms the	COMMENT
LOW	tests/integration/index_method/mod.rs	6857	// Step 2: "process" 2 commits FTS churn — deletes make old postings	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6868	// Step 3: process 1, connection Z begins a fresh snapshot: its	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6873	// Step 4: connection X (still pinned at the OLD snapshot) runs another	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6882	// Step 5: a fresh-snapshot statement on process 1 must see a	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	286	// Step 1: Create a WAL mode database with rusqlite	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	289	// Step 2: Open with limbo WITHOUT MVCC to create WAL data, then close without checkpointing	COMMENT
LOW	tests/integration/storage/header_version.rs	324	// Step 3: Reopen with MVCC enabled and try to switch via PRAGMA	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	389	// Step 1: Create a WAL mode database and convert to MVCC	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	392	// Step 2: Open and switch to MVCC mode via PRAGMA, then add some data	COMMENT
LOW	tests/integration/storage/header_version.rs	424	// Step 3: Reopen and switch to WAL mode via PRAGMA	COMMENT
LOW	tests/integration/query_processing/encryption.rs	599	// Step 2: re-open with correct key (this uses the DATABASE_MANAGER cache)	COMMENT
LOW	tests/integration/query_processing/encryption.rs	639	// Step 3: Opening with wrong key succeeds, but reading data fails with decryption error	COMMENT
LOW	tests/integration/query_processing/encryption.rs	683	// Step 4: Opening without encryption options should fail immediately	COMMENT
LOW	tests/integration/query_processing/encryption.rs	701	// Step 5: verify correct key still works after wrong key attempt	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	131	// Step 1: Insert a row in MVCC mode	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	136	// Step 2: Switch to WAL (checkpoints the row to B-tree)	COMMENT
LOW	tests/fuzz/journal_mode.rs	148	// Step 3: Switch back to MVCC (creates new MvStore, row only in B-tree)	COMMENT
LOW	tests/fuzz/journal_mode.rs	161	// Step 4: UPDATE the row	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	174	// Step 5: DELETE the row	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	182	// Step 6: Switch to WAL - this triggers checkpoint	COMMENT
LOW	tests/fuzz/journal_mode.rs	232	// Step 1: Create a proper WAL database using SQLite first	COMMENT
LOW	tests/fuzz/journal_mode.rs	245	// Step 2: Open the database with Limbo	COMMENT
LOW	tests/fuzz/journal_mode.rs	264	// Step 3: Create SQLite in-memory database for comparison	COMMENT
LOW	…ting/differential-oracle/fuzzer/custom_types_fuzzer.rs	2217	// Step 1: INSERT	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	47	// Step 1: Get WAL info	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	54	// Step 2: Find corrupting frame	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	57	// Step 3: Run integrity check	COMMENT
LOW	scripts/run-sqlancer.sh	116	# Step 1: Build Limbo JDBC driver if needed	COMMENT
LOW	scripts/run-sqlancer.sh	155	# Step 2: Clone/update SQLancer	COMMENT
LOW	scripts/run-sqlancer.sh	168	# Step 3: Add/update Limbo provider	COMMENT
LOW	scripts/run-sqlancer.sh	200	# Step 4: Patch pom.xml to use Limbo JAR if not already done	COMMENT
LOW⚡	scripts/run-sqlancer.sh	223	# Step 5: Build SQLancer	COMMENT
LOW⚡	scripts/run-sqlancer.sh	227	# Step 6: Run SQLancer	COMMENT

Structural Annotation Overuse57 hits · 104 pts

Severity	File	Line	Snippet	Context
LOW	core/storage/btree.rs	7203	// Step 1: Move cursor to the largest key in the left subtree.	COMMENT
LOW	core/storage/btree.rs	7282	// Step 2: Replace the cell in the parent (interior) page.	COMMENT
LOW	core/storage/btree.rs	7301	// Step 3: Delete the predecessor cell from the leaf page.	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19381	// Step 2: Restart (simulates server redeploy)	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19384	// Step 3: Create more tables + insert into old tables, then checkpoint	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19401	// Step 4: Checkpoint - all tables get positive root pages, log truncated	COMMENT
LOW⚡	core/mvcc/database/tests.rs	19404	// Step 5: More writes after checkpoint (un-checkpointed, in the log)	COMMENT
LOW	core/mvcc/database/tests.rs	19368	// Step 1: Create many tables, insert data, checkpoint	COMMENT
LOW	core/mvcc/database/tests.rs	19418	// Step 6: Restart again - log replay should not panic	COMMENT
LOW	core/mvcc/database/tests.rs	21664	// Step 1: open normally so PRAGMA journal_mode=mvcc creates the logical log.	COMMENT
LOW	core/mvcc/database/tests.rs	21687	// Step 3: re-open with the busy-on-log_tx storage wrapper.	COMMENT
LOW	core/mvcc/database/tests.rs	21721	// Step 3: open a CONCURRENT tx, do an INSERT, then arm log_tx Busy.	COMMENT
LOW	core/mvcc/database/tests.rs	21737	// Step 4: from another CONCURRENT tx, do an INSERT; the INSERT should go through.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	268	// Step 0: succeeds.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	270	// Step 1: fails on the unique constraint.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	272	// Step 2: runs because step 0 succeeded.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	277	// Step 3: skipped because step 1 did not succeed.	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	282	// Step 4: runs; `error` is the negation of `ok`,	COMMENT
LOW⚡	serverless/rust/conformance/tests/protocol.rs	288	// Step 5: skipped; `error` on a skipped step is	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6868	// Step 3: process 1, connection Z begins a fresh snapshot: its	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6873	// Step 4: connection X (still pinned at the OLD snapshot) runs another	COMMENT
LOW⚡	tests/integration/index_method/mod.rs	6882	// Step 5: a fresh-snapshot statement on process 1 must see a	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	286	// Step 1: Create a WAL mode database with rusqlite	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	289	// Step 2: Open with limbo WITHOUT MVCC to create WAL data, then close without checkpointing	COMMENT
LOW	tests/integration/storage/header_version.rs	324	// Step 3: Reopen with MVCC enabled and try to switch via PRAGMA	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	389	// Step 1: Create a WAL mode database and convert to MVCC	COMMENT
LOW⚡	tests/integration/storage/header_version.rs	392	// Step 2: Open and switch to MVCC mode via PRAGMA, then add some data	COMMENT
LOW	tests/integration/storage/header_version.rs	424	// Step 3: Reopen and switch to WAL mode via PRAGMA	COMMENT
LOW	tests/integration/query_processing/encryption.rs	599	// Step 2: re-open with correct key (this uses the DATABASE_MANAGER cache)	COMMENT
LOW	tests/integration/query_processing/encryption.rs	639	// Step 3: Opening with wrong key succeeds, but reading data fails with decryption error	COMMENT
LOW	tests/integration/query_processing/encryption.rs	683	// Step 4: Opening without encryption options should fail immediately	COMMENT
LOW	tests/integration/query_processing/encryption.rs	701	// Step 5: verify correct key still works after wrong key attempt	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	131	// Step 1: Insert a row in MVCC mode	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	136	// Step 2: Switch to WAL (checkpoints the row to B-tree)	COMMENT
LOW	tests/fuzz/journal_mode.rs	148	// Step 3: Switch back to MVCC (creates new MvStore, row only in B-tree)	COMMENT
LOW	tests/fuzz/journal_mode.rs	161	// Step 4: UPDATE the row	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	174	// Step 5: DELETE the row	COMMENT
LOW⚡	tests/fuzz/journal_mode.rs	182	// Step 6: Switch to WAL - this triggers checkpoint	COMMENT
LOW	tests/fuzz/journal_mode.rs	232	// Step 1: Create a proper WAL database using SQLite first	COMMENT
LOW	tests/fuzz/journal_mode.rs	245	// Step 2: Open the database with Limbo	COMMENT
LOW	tests/fuzz/journal_mode.rs	264	// Step 3: Create SQLite in-memory database for comparison	COMMENT
LOW	testing/sqltest/docs/adding-backends.md	87	### Step 1: Create the Backend File	COMMENT
LOW	testing/sqltest/docs/adding-backends.md	239	### Step 2: Create the Bridge Script	COMMENT
LOW⚡	testing/sqltest/docs/adding-backends.md	284	### Step 3: Register the Backend	COMMENT
LOW	testing/sqltest/docs/adding-backends.md	296	### Step 4: Add CLI Option	COMMENT
LOW	…ting/differential-oracle/fuzzer/custom_types_fuzzer.rs	2217	// Step 1: INSERT	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	47	// Step 1: Get WAL info	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	54	// Step 2: Find corrupting frame	COMMENT
LOW⚡	testing/sqlancer/sqlancer-runner/corruptionAnalysis.ts	57	// Step 3: Run integrity check	COMMENT
LOW	examples/react-native/README.md	35	# Step 1: install binding deps (--ignore-scripts avoids chicken-and-egg problem)	COMMENT
LOW	examples/react-native/README.md	38	# Step 2: install example app (this will now find bob when prepare runs)	COMMENT
LOW	scripts/run-sqlancer.sh	116	# Step 1: Build Limbo JDBC driver if needed	COMMENT
LOW	scripts/run-sqlancer.sh	155	# Step 2: Clone/update SQLancer	COMMENT
LOW	scripts/run-sqlancer.sh	168	# Step 3: Add/update Limbo provider	COMMENT
LOW	scripts/run-sqlancer.sh	200	# Step 4: Patch pom.xml to use Limbo JAR if not already done	COMMENT
LOW⚡	scripts/run-sqlancer.sh	223	# Step 5: Build SQLancer	COMMENT
LOW⚡	scripts/run-sqlancer.sh	227	# Step 6: Run SQLancer	COMMENT

Fake / Example Data87 hits · 94 pts

Severity	File	Line	Snippet	Context
LOW⚡	core/benches/json_benchmark.rs	39	r#"[{"metadata":{"title":"Standard JSON Test File","description":"A complex JSON file for testing parsers an	CODE
LOW⚡	core/benches/json_benchmark.rs	39	r#"[{"metadata":{"title":"Standard JSON Test File","description":"A complex JSON file for testing parsers an	CODE
LOW⚡	core/benches/json_benchmark.rs	39	r#"[{"metadata":{"title":"Standard JSON Test File","description":"A complex JSON file for testing parsers an	CODE
LOW⚡	core/benches/json_benchmark.rs	39	r#"[{"metadata":{"title":"Standard JSON Test File","description":"A complex JSON file for testing parsers an	CODE
LOW⚡	core/benches/json_benchmark.rs	39	r#"[{"metadata":{"title":"Standard JSON Test File","description":"A complex JSON file for testing parsers an	CODE
LOW	core/benches/json_benchmark.rs	65	"street": "123 Main St",	CODE
LOW	core/benches/json_benchmark.rs	710	"name": "Jane Doe",	CODE
LOW	serverless/javascript/README.md	60	"INSERT INTO users (email) VALUES ('user@example.com')",	CODE
LOW	serverless/javascript/README.md	61	"INSERT INTO users (email) VALUES ('admin@example.com')",	CODE
LOW	serverless/javascript/README.md	126	await conn.run("INSERT INTO users (email) VALUES (?)", "user@example.com", {	CODE
LOW	serverless/javascript/README.md	168	"INSERT INTO users (email) VALUES ('user@example.com')",	CODE
LOW	serverless/javascript/README.md	169	"INSERT INTO users (email) VALUES ('admin@example.com')",	CODE
LOW	serverless/javascript/src/statement.ts	82	* console.log(row); // [1, "Alice", "alice@example.org"]	COMMENT
LOW	serverless/javascript/src/statement.ts	159	* const result = await stmt.run(['John Doe', 'john.doe@example.com']);	COMMENT
LOW⚡	docs/javascript-api-reference.md	102	{ name: "Alice", email: "alice@example.org" },	CODE
LOW⚡	docs/javascript-api-reference.md	103	{ name: "Bob", email: "bob@example.org" },	CODE
LOW⚡	docs/javascript-api-reference.md	106	await insertMany.immediate([{ name: "Carol", email: "carol@example.org" }]);	CODE
LOW	docs/manual.md	1204	UPDATE users SET name='John Doe' WHERE id=1;	CODE
LOW	docs/language-reference/book/print.html	4478	INSERT INTO customers VALUES (1, 'Alice', 'alice@example.com', '555-0100');	CODE
LOW	docs/language-reference/book/print.html	5572	INSERT INTO contacts VALUES ('Bob', '555-1234', NULL);	CODE
LOW	docs/language-reference/book/print.html	5622	INSERT INTO contacts VALUES ('Bob', '555-1234', NULL);	CODE
LOW	docs/language-reference/book/print.html	7805	INSERT INTO contacts VALUES (1, 'Alice', '["555-0100","555-0101"]');	CODE
LOW	docs/language-reference/book/print.html	7806	INSERT INTO contacts VALUES (2, 'Bob', '["555-0200"]');	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	440	{ sql: "INSERT INTO users(name, email) VALUES (?, ?)", args: ["Joey", "joey@example.org"] },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	441	{ sql: "INSERT INTO users(name, email) VALUES (?, ?)", args: ["Sally", "sally@example.org"] },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	442	{ sql: "INSERT INTO users(name, email) VALUES (:name, :email)", args: { name: "Junior", email: "junior@example.org	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	453	{ name: "Joey", email: "joey@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	454	{ name: "Sally", email: "sally@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	455	{ name: "Junior", email: "junior@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	610	{ name: "Joey", email: "joey@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	611	{ name: "Sally", email: "sally@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	612	{ name: "Junior", email: "junior@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	659	{ name: "Joey", email: "joey@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	660	{ name: "Sally", email: "sally@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/async.test.js	661	{ name: "Junior", email: "junior@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	25	"INSERT INTO users (id, name, email) VALUES (1, 'Alice', 'alice@example.org')"	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	190	t.is(row.email, "alice@example.org");	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	423	{ sql: "UPDATE users SET email = ? WHERE id = 1", args: ["alice2@example.org"] },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	577	"INSERT INTO users (id, name, email) VALUES (100, 'Carol', 'carol@example.org')",	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	578	"INSERT INTO users (id, name, email) VALUES (100, 'Dave', 'dave@example.org')",	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	638	{ name: "Joey", email: "joey@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	639	{ name: "Sally", email: "sally@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	745	{ id: 1, name: "Alice", email: "alice@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	753	const expected = [{ id: 1, name: "Alice", email: "alice@example.org" }];	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	804	t.deepEqual(await stmt.raw().get(), [1, 'Alice', 'alice@example.org']);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	849	t.deepEqual(await stmt.raw().get(1), [1, "Alice", "alice@example.org"]);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	930	{ id: 1, name: "Alice", email: "alice@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	944	[1, "Alice", "alice@example.org"],	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	962	{ id: 1, name: "Alice", email: "alice@example.org" },	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	973	[1, "Alice", "alice@example.org"],	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	995	[1n, "Alice", "alice@example.org"],	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1006	[1n, "Alice", "alice@example.org"],	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1320	db.exec(`INSERT INTO users (name, email) VALUES ('User${i}', 'user${i}@example.org')`)	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1425	await insert.run(["TxCommit", "tx-commit@example.org"]);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1449	await insert.run(["TxRollback", "tx-rollback@example.org"]);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1467	await insert.run(["WillRollback", "will-rollback@example.org"]);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1471	await duplicateInsert.run([1, "DuplicateId", "duplicate-id@example.org"]);	CODE
LOW	testing/conformance/javascript/__test__/async.test.js	1487	await insert.run(["AfterRollback", "after-rollback@example.org"]);	CODE
LOW⚡	testing/conformance/javascript/__test__/sync.test.js	155	{ name: "Joey", email: "joey@example.org" },	CODE
LOW⚡	testing/conformance/javascript/__test__/sync.test.js	156	{ name: "Sally", email: "sally@example.org" },	CODE
27 more matches not shown…

AI Slop Vocabulary18 hits · 50 pts

Severity	File	Line	Snippet	Context
MEDIUM	deny.toml	5	# Include all targets for comprehensive checking	COMMENT
MEDIUM	core/Cargo.toml	96	# harness resolves aristo + aristo-macros from crates.io, so no vendored mount	COMMENT
MEDIUM	core/translate/display.rs	500	// Definitely not perfect yet	COMMENT
MEDIUM	core/translate/emitter/mod.rs	804	/// utilize the same limit register, but it is initialized only once.	COMMENT
MEDIUM	core/mvcc/database/tests.rs	843	#[ignore = "manual GC metrics debug harness"]	COMMENT
MEDIUM	core/mvcc/database/tests.rs	2816	#[ignore = "Needs a dedicated bootstrap harness that can create header=MVCC + missing metadata + torn short log atomical	COMMENT
MEDIUM	core/mvcc/persistent_storage/logical_log.rs	5511	/// Why this matters: Edge-case frame shapes must remain parseable to keep format handling robust.	COMMENT
MEDIUM	tests/integration/storage/header_version.rs	486	/// This ensures mode switching is robust and doesn't corrupt data	COMMENT
MEDIUM	tests/fuzz/mod.rs	348	// because this is the only way to utilize an index efficiently for seeking. This is called the "left-prefix rul	COMMENT
LOW	sqlite/parser/src/lexer.rs	188	#[derive(Clone, PartialEq, Eq, Debug)] // do not derive Copy for Token, just use .clone() when needed	COMMENT
MEDIUM	cli/app.rs	125	#[clap(long, help = "Start MVCC concurrent transaction harness")]	COMMENT
MEDIUM⚡	testing/cli_tests/cli_test_cases.py	31	# Switch back to list mode in the same round trip: the harness's	COMMENT
MEDIUM	testing/cli_tests/cli_test_cases.py	521	# The TursoShell pipe harness decodes output as UTF-8, so it cannot check	STRING
MEDIUM	scripts/nightly-bench.sh	28	# harness offers the flag rather than assuming.	COMMENT
MEDIUM	.github/workflows/aristo-verify.yml	3	# builds, and runs the conformance harness on Aretta's infrastructure and	COMMENT
MEDIUM	perf/latency/scripts/bench.sh	64	# tee would hide the harness's exit status, so it is passed out by hand.	COMMENT
MEDIUM	perf/throughput/scripts/bench.sh	74	# tee would hide the harness's exit status, so it is passed out by hand.	COMMENT
MEDIUM	perf/tatp/scripts/bench.sh	92	# tee would hide the harness's exit status, so it is passed out by hand.	COMMENT

Deep Nesting42 hits · 38 pts

Severity	File	Line	Context
LOW	tools/thesis/src/thesis/runner.py	126	CODE
LOW	serverless/python/differential/test_parity.py	390	CODE
LOW	serverless/python/differential/test_parity.py	652	CODE
LOW	serverless/python/turso_serverless/session.py	92	CODE
LOW	serverless/python/turso_serverless/session.py	178	CODE
LOW	testing/antithesis/stress-composer/helper_utils.py	10	CODE
LOW	testing/sqlright/crash_reports/query_crashes.py	289	CODE
LOW	testing/sqlright/crash_reports/lib/scanner.py	12	CODE
LOW	testing/sqlright/crash_reports/lib/scanner.py	175	CODE
LOW	testing/cli_tests/constraint.py	370	CODE
LOW	testing/cli_tests/write.py	146	CODE
LOW	testing/cli_tests/test_turso_cli.py	30	CODE
LOW	postgres/conformance/run.py	288	CODE
LOW	examples/python/concurrent_writes.py	24	CODE
LOW	scripts/update-version.py	96	CODE
LOW	scripts/update-version.py	134	CODE
LOW	scripts/merge-pr.py	149	CODE
LOW	scripts/release-status.py	39	CODE
LOW	scripts/release-status.py	120	CODE
LOW	scripts/corruption_bisecter.py	67	CODE
LOW	scripts/compare-divan-std-turso.py	139	CODE
LOW	scripts/antithesis/diff_to_targeted_coverage.py	29	CODE
LOW	scripts/corruption-debug-tools/page_info.py	28	CODE
LOW	scripts/corruption-debug-tools/page_diff.py	22	CODE
LOW	scripts/corruption-debug-tools/track_rowid.py	26	CODE
LOW	scripts/corruption-debug-tools/page_history.py	27	CODE
LOW	scripts/corruption-debug-tools/lib/record.py	82	CODE
LOW	scripts/corruption-debug-tools/lib/record.py	114	CODE
LOW	scripts/corruption-debug-tools/lib/record.py	186	CODE
LOW	scripts/corruption-debug-tools/lib/record.py	225	CODE
LOW	bindings/python/tests/utils.py	98	CODE
LOW	bindings/python/tests/test_database_sync.py	252	CODE
LOW	bindings/python/turso/lib.py	697	CODE
LOW	bindings/python/turso/lib.py	975	CODE
LOW	bindings/python/turso/lib_sync.py	116	CODE
LOW	bindings/python/turso/lib_sync.py	236	CODE
LOW	bindings/python/turso/lib_sync.py	296	CODE
LOW	perf/fts/plot/plot-fts.py	121	CODE
LOW	perf/fts/scripts/memory.py	10	CODE
LOW	perf/tatp/plot/plot-mqth.py	86	CODE
LOW	perf/tatp/plot/plot-mqth.py	137	CODE
LOW	perf/tatp/plot/plot-response-times.py	44	CODE

Self-Referential Comments14 hits · 38 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/language-reference/book/print.html	9384	# Create an encrypted database	COMMENT
MEDIUM	testing/antithesis/stress-composer/first_setup.py	114	# Create a composite index if table has multiple columns	STRING
MEDIUM	…thesis/stress-composer/parallel_driver_create_table.py	99	# Create the table	STRING
MEDIUM	testing/system/gen-database.py	10	# Create the user table	COMMENT
MEDIUM	examples/python/encryption.py	30	# Create an encrypted database	COMMENT
MEDIUM	examples/python/encryption.py	41	# Create a table and insert sensitive data	COMMENT
MEDIUM	.github/workflows/release.yml	408	# Create a GitHub Release while uploading all files to it	COMMENT
MEDIUM	bindings/python/tests/test_database.py	34	# Create a new database file	COMMENT
MEDIUM	bindings/python/tests/test_database_aio.py	26	# Create a new database file	COMMENT
MEDIUM	bindings/python/turso/lib_aio.py	40	# Create the blocking connection inside the worker thread once	COMMENT
MEDIUM	bindings/python/turso/lib_aio.py	351	# Create a connector that opens a blocking Connection using the existing driver.	COMMENT
MEDIUM	perf/connection/gen-database.py	22	# Create the specified number of tables	COMMENT
MEDIUM	perf/connection/rusqlite/gen-database.py	22	# Create the specified number of tables	COMMENT
MEDIUM	perf/connection/limbo/gen-database.py	22	# Create the specified number of tables	COMMENT

Cross-File Repetition6 hits · 30 pts

Severity	File	Snippet	Context
HIGH	perf/connection/gen-database.py	generate sqlite databases with specified number of tables for benchmarking.	STRING
HIGH	perf/connection/rusqlite/gen-database.py	generate sqlite databases with specified number of tables for benchmarking.	STRING
HIGH	perf/connection/limbo/gen-database.py	generate sqlite databases with specified number of tables for benchmarking.	STRING
HIGH	perf/connection/gen-database.py	create table if not exists {table_name} ( id integer primary key, name text, value integer, created_at timestamp default	STRING
HIGH	perf/connection/rusqlite/gen-database.py	create table if not exists {table_name} ( id integer primary key, name text, value integer, created_at timestamp default	STRING
HIGH	perf/connection/limbo/gen-database.py	create table if not exists {table_name} ( id integer primary key, name text, value integer, created_at timestamp default	STRING

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	sql_generation/model/query/select.rs	348	where_clause: Some(self.body.select.where_clause.0.clone().into_boxed()),	CODE
CRITICAL	core/vdbe/execute.rs	20005	program.connection.db.allocators.mv_store.clone(),	CODE

Modern Structural Boilerplate13 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	serverless/python/turso_serverless/session.py	220	def _update_stream(self, baton: Optional[str], base_url: Optional[str]) -> None:	CODE
LOW	serverless/python/turso_serverless/__init__.py	37	__all__ = [	CODE
LOW	testing/sqlright/crash_reports/lib/scanner.py	9	logger = logging.getLogger(__name__)	CODE
LOW	testing/sqlright/crash_reports/lib/executor.py	8	logger = logging.getLogger(__name__)	CODE
LOW	scripts/corruption-debug-tools/lib/__init__.py	40	__all__ = [	CODE
LOW	bindings/python/turso/lib_aio.py	250	def _update_meta_cache(self, description, lastrowid, rowcount) -> None:	CODE
LOW	bindings/python/turso/lib.py	587	def set_query_timeout(self, milliseconds: int) -> None:	CODE
LOW	bindings/python/turso/__init__.py	30	__all__ = [	CODE
LOW	bindings/python/turso/aio/__init__.py	3	__all__ = [	CODE
LOW	bindings/python/turso/aio/sync/__init__.py	11	__all__ = [	CODE
LOW	bindings/python/turso/sqlalchemy/dialect.py	29	logger = logging.getLogger(__name__)	CODE
LOW	bindings/python/turso/sqlalchemy/__init__.py	57	__all__ = [	CODE
LOW	bindings/python/turso/sync/__init__.py	31	__all__ = [	CODE

Redundant / Tautological Comments9 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	core/statement.rs	1202	/// ### Return value	COMMENT
LOW	…thesis/stress-composer/parallel_driver_create_index.py	79	# Check if this combination already has an index	STRING
LOW	testing/sqlright/crash_reports/lib/scanner.py	197	# Check if file still exists (may have been deleted)	COMMENT
LOW	testing/sqlright/crash_reports/lib/database.py	65	# Check if finding_type column exists on crashes table	STRING
LOW	scripts/install-sqlite3.sh	99	# Check if already installed	COMMENT
LOW	scripts/corruption-debug-tools/find_corrupt_frame.py	84	# Check if full WAL is actually corrupt	COMMENT
LOW	scripts/corruption-debug-tools/verify_stale.py	123	# Check if it's close	COMMENT
LOW	scripts/corruption-debug-tools/verify_stale.py	139	# Check if corrupt looks like stale + insertions	COMMENT
LOW⚡	bindings/python/turso/lib.py	1016	# Set description to None	COMMENT

Example Usage Blocks7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	extensions/csv/src/lib.rs	9	//! ## Example usage:	COMMENT
LOW	scripts/clean_interactions.sh	20	# Usage:	COMMENT
LOW	scripts/diff.sh	4	# Usage:	COMMENT
LOW	scripts/nightly-bench.sh	5	# Usage:	COMMENT
LOW	scripts/stack/frame-sizes.sh	4	# Usage:	COMMENT
LOW	scripts/stack/min-stack.sh	4	# Usage:	COMMENT
LOW	scripts/stack/stack-profile.sh	4	# Usage:	COMMENT

AI Structural Patterns6 hits · 6 pts

Severity	File	Line	Context
LOW	testing/cli_tests/console.py	18	CODE
LOW	testing/cli_tests/console.py	45	CODE
LOW	testing/cli_tests/console.py	72	CODE
LOW	testing/cli_tests/console.py	99	CODE
LOW	bindings/python/turso/lib_sync.py	428	CODE
LOW	bindings/python/turso/lib_sync_aio.py	66	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	bindings/python/turso/sqlalchemy/dialect.py	490	Get the underlying turso.sync.ConnectionSync from a SQLAlchemy connection. This provides access to sync-specif	STRING

TODO Padding2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	sql_generation/generation/predicate/binary.rs	137	escape: None, // TODO: implement	CODE
LOW	postgres/frontend/catalog.rs	3999	// TODO: Fix tests to use correct API	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	core/storage/wal.rs	3638	// don't forget to release the write-lock if	COMMENT

tursodatabase/turso

Open-Source Code Quality, Security and Technical Debt Review