K3theking/Moji-ai
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The dataset generation failed
Error code: DatasetGenerationError
Exception: TypeError
Message: Couldn't cast array of type
struct<repo_tree: list<item: string>, logs: list<item: string>>
to
{'repo_tree': List(Value('string')), 'constraints': List(Value('string')), 'failing_tests': List(Value('string'))}
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
for key, table in generator:
^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
self._cast_table(pa_table, json_field_paths=json_field_paths),
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
pa_table = table_cast(pa_table, self.info.features.arrow_schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2281, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2233, in cast_table_to_schema
cast_array_to_feature(
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1804, in wrapper
return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2101, in cast_array_to_feature
raise TypeError(f"Couldn't cast array of type\n{_short_str(array.type)}\nto\n{_short_str(feature)}")
TypeError: Couldn't cast array of type
struct<repo_tree: list<item: string>, logs: list<item: string>>
to
{'repo_tree': List(Value('string')), 'constraints': List(Value('string')), 'failing_tests': List(Value('string'))}
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1925, in _prepare_split_single
raise DatasetGenerationError("An error occurred while generating the dataset") from e
datasets.exceptions.DatasetGenerationError: An error occurred while generating the datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
id string | category string | language string | domain string | system string | user string | context dict | reasoning_scaffold dict | tool_trace list | assistant_final dict | quality dict |
|---|---|---|---|---|---|---|---|---|---|---|
bugfix_gpt54-00001 | deep_bugfix_reasoning | go | payments_reconciliation | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the payments_reconciliation module.
# Repo Tree
internal/payments_reconciliation/payments_reconciliation.go
internal/common/helpers.go
internal/payments_reconciliation/payments_reconciliation_test.go
# Existing Files
## internal/payments_reconciliation/payments_reconciliation.go
fun... | {
"repo_tree": [
"internal/payments_reconciliation/payments_reconciliation.go",
"internal/common/helpers.go",
"internal/payments_reconciliation/payments_reconciliation_test.go"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime depen... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Assignment to a nil map panicked.",
"candidate_hypotheses": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions ... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/payments_reconciliation/payments_reconciliation.go",
"internal/common/helpers.go",
"internal/payments_reconciliation/payments_reconciliation_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "nil_map_ass... | {
"diagnosis": "Assignment to a nil map panicked.",
"hypotheses_explored": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"internal/payments... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00002 | deep_bugfix_reasoning | go | workflow_router | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the workflow_router module.
# Repo Tree
internal/workflow_router/workflow_router.go
internal/common/helpers.go
internal/workflow_router/workflow_router_test.go
# Existing Files
## internal/workflow_router/workflow_router.go
func readCount(read func() (string, error)) (int, error) {
... | {
"repo_tree": [
"internal/workflow_router/workflow_router.go",
"internal/common/helpers.go",
"internal/workflow_router/workflow_router_test.go"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Conversion errors were silently discarded.",
"candidate_hypotheses": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/workflow_router/workflow_router.go",
"internal/common/helpers.go",
"internal/workflow_router/workflow_router_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "discarded_conversion_error"
},
"res... | {
"diagnosis": "Conversion errors were silently discarded.",
"hypotheses_explored": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00003 | deep_bugfix_reasoning | java | rate_limiter | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the rate_limiter module.
# Repo Tree
src/main/java/com/acme/RateLimiterService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/RateLimiterServiceTest.java
# Existing Files
## src/main/java/com/acme/RateLimiterService.java
public boolean isAdmin(String role) {
ret... | {
"repo_tree": [
"src/main/java/com/acme/RateLimiterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/RateLimiterServiceTest.java"
],
"constraints": [
"Do not rename exported symbols",
"Preserve current logging keys",
"Keep behavior deterministic for tests"
],... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: String comparison used reference equality.",
"candidate_hypotheses": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/RateLimiterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/RateLimiterServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "string_reference_compare"
... | {
"diagnosis": "String comparison used reference equality.",
"hypotheses_explored": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00004 | deep_bugfix_reasoning | java | auth_service | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the auth_service module.
# Repo Tree
src/main/java/com/acme/AuthServiceService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/AuthServiceServiceTest.java
# Existing Files
## src/main/java/com/acme/AuthServiceService.java
public String getName(Optional<User> user) {
... | {
"repo_tree": [
"src/main/java/com/acme/AuthServiceService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuthServiceServiceTest.java"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_t... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Optional.get() could throw when value absent.",
"candidate_hypotheses": [
"Optional.get() could throw when value absent.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might com... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/AuthServiceService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuthServiceServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "optional_without_guard"
}... | {
"diagnosis": "Optional.get() could throw when value absent.",
"hypotheses_explored": [
"Optional.get() could throw when value absent.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": ... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00005 | deep_bugfix_reasoning | go | document_parser | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the document_parser module.
# Repo Tree
internal/document_parser/document_parser.go
internal/common/helpers.go
internal/document_parser/document_parser_test.go
# Existing Files
## internal/document_parser/document_parser.go
func readCount(read func() (string, error)) (int, error) {
... | {
"repo_tree": [
"internal/document_parser/document_parser.go",
"internal/common/helpers.go",
"internal/document_parser/document_parser_test.go"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Conversion errors were silently discarded.",
"candidate_hypotheses": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/document_parser/document_parser.go",
"internal/common/helpers.go",
"internal/document_parser/document_parser_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "discarded_conversion_error"
},
"res... | {
"diagnosis": "Conversion errors were silently discarded.",
"hypotheses_explored": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00006 | deep_bugfix_reasoning | python | document_parser | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the document_parser module.
# Repo Tree
app/document_parser.py
app/helpers.py
tests/test_document_parser.py
# Existing Files
## app/document_parser.py
def parse_count(store):
try:
return int(store.read())
except Exception:
return 0
## app/helpers.py
def norm... | {
"repo_tree": [
"app/document_parser.py",
"app/helpers.py",
"tests/test_document_parser.py"
],
"constraints": [
"Do not add external libraries",
"Keep backward compatibility for existing callers",
"Touch the fewest files possible"
],
"failing_tests": [
"tests/test_document_parser.... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Broad exception handling masked data-quality failures.",
"candidate_hypotheses": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/document_parser.py",
"app/helpers.py",
"tests/test_document_parser.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "broad_exception_masking"
},
"result": [
"app/document_parser.py"
]
},
{
... | {
"diagnosis": "Broad exception handling masked data-quality failures.",
"hypotheses_explored": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00007 | deep_bugfix_reasoning | typescript | metrics_gateway | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the metrics_gateway module.
# Repo Tree
src/metrics_gateway.ts
src/helpers.ts
tests/metrics_gateway.spec.ts
# Existing Files
## src/metrics_gateway.ts
export async function fetchUser(client, id) {
const row = client.getUser(id);
return { id: row.id, name: row.name };
}
## src/h... | {
"repo_tree": [
"src/metrics_gateway.ts",
"src/helpers.ts",
"tests/metrics_gateway.spec.ts"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/metrics_gateway.spec... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Promise was used like a resolved object.",
"candidate_hypotheses": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from tes... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/metrics_gateway.ts",
"src/helpers.ts",
"tests/metrics_gateway.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "missing_await"
},
"result": [
"src/metrics_gateway.ts"
]
},
{
"tool":... | {
"diagnosis": "Promise was used like a resolved object.",
"hypotheses_explored": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00008 | deep_bugfix_reasoning | go | image_job_runner | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the image_job_runner module.
# Repo Tree
internal/image_job_runner/image_job_runner.go
internal/common/helpers.go
internal/image_job_runner/image_job_runner_test.go
# Existing Files
## internal/image_job_runner/image_job_runner.go
func addTag(tags map[string]string, k string, v stri... | {
"repo_tree": [
"internal/image_job_runner/image_job_runner.go",
"internal/common/helpers.go",
"internal/image_job_runner/image_job_runner_test.go"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Assignment to a nil map panicked.",
"candidate_hypotheses": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions ... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/image_job_runner/image_job_runner.go",
"internal/common/helpers.go",
"internal/image_job_runner/image_job_runner_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "nil_map_assignment"
},
"result"... | {
"diagnosis": "Assignment to a nil map panicked.",
"hypotheses_explored": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"internal/image_jo... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00009 | deep_bugfix_reasoning | java | email_router | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the email_router module.
# Repo Tree
src/main/java/com/acme/EmailRouterService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/EmailRouterServiceTest.java
# Existing Files
## src/main/java/com/acme/EmailRouterService.java
public boolean isAdmin(String role) {
ret... | {
"repo_tree": [
"src/main/java/com/acme/EmailRouterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/EmailRouterServiceTest.java"
],
"constraints": [
"Do not add external libraries",
"Keep backward compatibility for existing callers",
"Touch the fewest files po... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: String comparison used reference equality.",
"candidate_hypotheses": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/EmailRouterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/EmailRouterServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "string_reference_compare"
... | {
"diagnosis": "String comparison used reference equality.",
"hypotheses_explored": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00010 | deep_bugfix_reasoning | typescript | session_manager | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the session_manager module.
# Repo Tree
src/session_manager.ts
src/helpers.ts
tests/session_manager.spec.ts
# Existing Files
## src/session_manager.ts
export function normalizeLimit(limit?: number): number {
return limit || 100;
}
## src/helpers.ts
export function normalizeFlag(i... | {
"repo_tree": [
"src/session_manager.ts",
"src/helpers.ts",
"tests/session_manager.spec.ts"
],
"constraints": [
"Do not add external libraries",
"Keep backward compatibility for existing callers",
"Touch the fewest files possible"
],
"failing_tests": [
"tests/session_manager.spec.... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Zero was incorrectly replaced by the default.",
"candidate_hypotheses": [
"Zero was incorrectly replaced by the default.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might com... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/session_manager.ts",
"src/helpers.ts",
"tests/session_manager.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "zero_is_valid"
},
"result": [
"src/session_manager.ts"
]
},
{
"tool":... | {
"diagnosis": "Zero was incorrectly replaced by the default.",
"hypotheses_explored": [
"Zero was incorrectly replaced by the default.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": ... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00011 | deep_bugfix_reasoning | rust | notification_hub | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the notification_hub module.
# Repo Tree
src/notification_hub.rs
src/helpers.rs
tests/notification_hub_tests.rs
# Existing Files
## src/notification_hub.rs
pub fn head(values: &[i32]) -> &[i32] {
&values[0..=1]
}
## src/helpers.rs
pub fn normalize_flag(value: bool) -> bool { va... | {
"repo_tree": [
"src/notification_hub.rs",
"src/helpers.rs",
"tests/notification_hub_tests.rs"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/notification_hub_... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Slice bounds were off by one.",
"candidate_hypotheses": [
"Slice bounds were off by one.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/notification_hub.rs",
"src/helpers.rs",
"tests/notification_hub_tests.rs"
]
},
{
"tool": "grep",
"args": {
"pattern": "off_by_one_slice"
},
"result": [
"src/notification_hub.rs"
]
},
{
... | {
"diagnosis": "Slice bounds were off by one.",
"hypotheses_explored": [
"Slice bounds were off by one.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/notification_hub.rs"
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00012 | deep_bugfix_reasoning | cpp | quota_enforcer | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the quota_enforcer module.
# Repo Tree
src/quota_enforcer.cpp
include/quota_enforcer.hpp
tests/quota_enforcer_test.cpp
# Existing Files
## src/quota_enforcer.cpp
const std::string& makeName() {
std::string value = "worker";
return value;
}
## include/quota_enforcer.hpp
#pra... | {
"repo_tree": [
"src/quota_enforcer.cpp",
"include/quota_enforcer.hpp",
"tests/quota_enforcer_test.cpp"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"tests/quota_enforcer_test.cpp::test_prim... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Returned a reference to a local value.",
"candidate_hypotheses": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test as... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/quota_enforcer.cpp",
"include/quota_enforcer.hpp",
"tests/quota_enforcer_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "dangling_reference"
},
"result": [
"src/quota_enforcer.cpp"
]
}... | {
"diagnosis": "Returned a reference to a local value.",
"hypotheses_explored": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/quo... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00013 | deep_bugfix_reasoning | python | session_manager | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the session_manager module.
# Repo Tree
app/session_manager.py
app/helpers.py
tests/test_session_manager.py
# Existing Files
## app/session_manager.py
def add_item(item, bucket=[]):
bucket.append(item)
return bucket
## app/helpers.py
def normalize_flag(value):
return bo... | {
"repo_tree": [
"app/session_manager.py",
"app/helpers.py",
"tests/test_session_manager.py"
],
"constraints": [
"Do not add external libraries",
"Keep backward compatibility for existing callers",
"Touch the fewest files possible"
],
"failing_tests": [
"tests/test_session_manager.... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Mutable default argument leaked state across calls.",
"candidate_hypotheses": [
"Mutable default argument leaked state across calls.",
"An adjacent helper could be coercing values unexpectedly.",
"The failu... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/session_manager.py",
"app/helpers.py",
"tests/test_session_manager.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "mutable_default_bucket"
},
"result": [
"app/session_manager.py"
]
},
{
... | {
"diagnosis": "Mutable default argument leaked state across calls.",
"hypotheses_explored": [
"Mutable default argument leaked state across calls.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00014 | deep_bugfix_reasoning | cpp | email_router | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the email_router module.
# Repo Tree
src/email_router.cpp
include/email_router.hpp
tests/email_router_test.cpp
# Existing Files
## src/email_router.cpp
const std::string& makeName() {
std::string value = "worker";
return value;
}
## include/email_router.hpp
#pragma once
inl... | {
"repo_tree": [
"src/email_router.cpp",
"include/email_router.hpp",
"tests/email_router_test.cpp"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/email_router_t... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Returned a reference to a local value.",
"candidate_hypotheses": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test as... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/email_router.cpp",
"include/email_router.hpp",
"tests/email_router_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "dangling_reference"
},
"result": [
"src/email_router.cpp"
]
},
{
... | {
"diagnosis": "Returned a reference to a local value.",
"hypotheses_explored": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/ema... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00015 | deep_bugfix_reasoning | go | workflow_router | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the workflow_router module.
# Repo Tree
internal/workflow_router/workflow_router.go
internal/common/helpers.go
internal/workflow_router/workflow_router_test.go
# Existing Files
## internal/workflow_router/workflow_router.go
func readCount(read func() (string, error)) (int, error) {
... | {
"repo_tree": [
"internal/workflow_router/workflow_router.go",
"internal/common/helpers.go",
"internal/workflow_router/workflow_router_test.go"
],
"constraints": [
"Do not rename exported symbols",
"Preserve current logging keys",
"Keep behavior deterministic for tests"
],
"failing_te... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Conversion errors were silently discarded.",
"candidate_hypotheses": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/workflow_router/workflow_router.go",
"internal/common/helpers.go",
"internal/workflow_router/workflow_router_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "discarded_conversion_error"
},
"res... | {
"diagnosis": "Conversion errors were silently discarded.",
"hypotheses_explored": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00016 | deep_bugfix_reasoning | java | audit_logger | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the audit_logger module.
# Repo Tree
src/main/java/com/acme/AuditLoggerService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/AuditLoggerServiceTest.java
# Existing Files
## src/main/java/com/acme/AuditLoggerService.java
public boolean isAdmin(String role) {
ret... | {
"repo_tree": [
"src/main/java/com/acme/AuditLoggerService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuditLoggerServiceTest.java"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: String comparison used reference equality.",
"candidate_hypotheses": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/AuditLoggerService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuditLoggerServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "string_reference_compare"
... | {
"diagnosis": "String comparison used reference equality.",
"hypotheses_explored": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00017 | deep_bugfix_reasoning | rust | task_scheduler | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the task_scheduler module.
# Repo Tree
src/task_scheduler.rs
src/helpers.rs
tests/task_scheduler_tests.rs
# Existing Files
## src/task_scheduler.rs
pub fn parse_port(input: &str) -> u16 {
input.parse::<u16>().unwrap()
}
## src/helpers.rs
pub fn normalize_flag(value: bool) -> bo... | {
"repo_tree": [
"src/task_scheduler.rs",
"src/helpers.rs",
"tests/task_scheduler_tests.rs"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"
],
"failing_tests": [
"tests/task_scheduler_tests.rs::test... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Unwrap could panic on invalid port input.",
"candidate_hypotheses": [
"Unwrap could panic on invalid port input.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/task_scheduler.rs",
"src/helpers.rs",
"tests/task_scheduler_tests.rs"
]
},
{
"tool": "grep",
"args": {
"pattern": "unwrap_panic"
},
"result": [
"src/task_scheduler.rs"
]
},
{
"tool": "r... | {
"diagnosis": "Unwrap could panic on invalid port input.",
"hypotheses_explored": [
"Unwrap could panic on invalid port input.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"s... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00018 | deep_bugfix_reasoning | typescript | document_parser | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the document_parser module.
# Repo Tree
src/document_parser.ts
src/helpers.ts
tests/document_parser.spec.ts
# Existing Files
## src/document_parser.ts
export function normalizeLimit(limit?: number): number {
return limit || 100;
}
## src/helpers.ts
export function normalizeFlag(i... | {
"repo_tree": [
"src/document_parser.ts",
"src/helpers.ts",
"tests/document_parser.spec.ts"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"tests/document_parser.spec.ts::test_primary_behavior... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Zero was incorrectly replaced by the default.",
"candidate_hypotheses": [
"Zero was incorrectly replaced by the default.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might com... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/document_parser.ts",
"src/helpers.ts",
"tests/document_parser.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "zero_is_valid"
},
"result": [
"src/document_parser.ts"
]
},
{
"tool":... | {
"diagnosis": "Zero was incorrectly replaced by the default.",
"hypotheses_explored": [
"Zero was incorrectly replaced by the default.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": ... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00019 | deep_bugfix_reasoning | cpp | auth_service | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the auth_service module.
# Repo Tree
src/auth_service.cpp
include/auth_service.hpp
tests/auth_service_test.cpp
# Existing Files
## src/auth_service.cpp
bool hasItems(size_t count) {
return count - 1 > 0;
}
## include/auth_service.hpp
#pragma once
inline bool normalize_flag(bool... | {
"repo_tree": [
"src/auth_service.cpp",
"include/auth_service.hpp",
"tests/auth_service_test.cpp"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"tests/auth_service_test.cpp::test_primary_beha... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Unsigned subtraction underflowed at zero.",
"candidate_hypotheses": [
"Unsigned subtraction underflowed at zero.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/auth_service.cpp",
"include/auth_service.hpp",
"tests/auth_service_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "unsigned_underflow"
},
"result": [
"src/auth_service.cpp"
]
},
{
... | {
"diagnosis": "Unsigned subtraction underflowed at zero.",
"hypotheses_explored": [
"Unsigned subtraction underflowed at zero.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"s... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00020 | deep_bugfix_reasoning | python | shipping_rate_engine | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the shipping_rate_engine module.
# Repo Tree
app/shipping_rate_engine.py
app/helpers.py
tests/test_shipping_rate_engine.py
# Existing Files
## app/shipping_rate_engine.py
def parse_count(store):
try:
return int(store.read())
except Exception:
return 0
## app... | {
"repo_tree": [
"app/shipping_rate_engine.py",
"app/helpers.py",
"tests/test_shipping_rate_engine.py"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/test_shipp... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Broad exception handling masked data-quality failures.",
"candidate_hypotheses": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/shipping_rate_engine.py",
"app/helpers.py",
"tests/test_shipping_rate_engine.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "broad_exception_masking"
},
"result": [
"app/shipping_rate_engine.py"
... | {
"diagnosis": "Broad exception handling masked data-quality failures.",
"hypotheses_explored": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00021 | deep_bugfix_reasoning | typescript | payments_reconciliation | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the payments_reconciliation module.
# Repo Tree
src/payments_reconciliation.ts
src/helpers.ts
tests/payments_reconciliation.spec.ts
# Existing Files
## src/payments_reconciliation.ts
export async function fetchUser(client, id) {
const row = client.getUser(id);
return { id: row.i... | {
"repo_tree": [
"src/payments_reconciliation.ts",
"src/helpers.ts",
"tests/payments_reconciliation.spec.ts"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"
],
"failing_tests": [
"tests/payments_rec... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Promise was used like a resolved object.",
"candidate_hypotheses": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from tes... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/payments_reconciliation.ts",
"src/helpers.ts",
"tests/payments_reconciliation.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "missing_await"
},
"result": [
"src/payments_reconciliation.ts"
... | {
"diagnosis": "Promise was used like a resolved object.",
"hypotheses_explored": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00022 | deep_bugfix_reasoning | rust | notification_hub | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the notification_hub module.
# Repo Tree
src/notification_hub.rs
src/helpers.rs
tests/notification_hub_tests.rs
# Existing Files
## src/notification_hub.rs
pub fn parse_port(input: &str) -> u16 {
input.parse::<u16>().unwrap()
}
## src/helpers.rs
pub fn normalize_flag(value: boo... | {
"repo_tree": [
"src/notification_hub.rs",
"src/helpers.rs",
"tests/notification_hub_tests.rs"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"tests/notification_hub_tests.rs::test_primary_beh... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Unwrap could panic on invalid port input.",
"candidate_hypotheses": [
"Unwrap could panic on invalid port input.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/notification_hub.rs",
"src/helpers.rs",
"tests/notification_hub_tests.rs"
]
},
{
"tool": "grep",
"args": {
"pattern": "unwrap_panic"
},
"result": [
"src/notification_hub.rs"
]
},
{
"too... | {
"diagnosis": "Unwrap could panic on invalid port input.",
"hypotheses_explored": [
"Unwrap could panic on invalid port input.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"s... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00023 | deep_bugfix_reasoning | python | order_reconciler | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the order_reconciler module.
# Repo Tree
app/order_reconciler.py
app/helpers.py
tests/test_order_reconciler.py
# Existing Files
## app/order_reconciler.py
def parse_count(store):
try:
return int(store.read())
except Exception:
return 0
## app/helpers.py
def ... | {
"repo_tree": [
"app/order_reconciler.py",
"app/helpers.py",
"tests/test_order_reconciler.py"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"
],
"failing_tests": [
"tests/test_order_reconciler.py::... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Broad exception handling masked data-quality failures.",
"candidate_hypotheses": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/order_reconciler.py",
"app/helpers.py",
"tests/test_order_reconciler.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "broad_exception_masking"
},
"result": [
"app/order_reconciler.py"
]
},
... | {
"diagnosis": "Broad exception handling masked data-quality failures.",
"hypotheses_explored": [
"Broad exception handling masked data-quality failures.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00024 | deep_bugfix_reasoning | python | warehouse_sync | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the warehouse_sync module.
# Repo Tree
app/warehouse_sync.py
app/helpers.py
tests/test_warehouse_sync.py
# Existing Files
## app/warehouse_sync.py
from datetime import datetime
def is_expired(expiry):
return datetime.utcnow() > expiry
## app/helpers.py
def normalize_flag(value... | {
"repo_tree": [
"app/warehouse_sync.py",
"app/helpers.py",
"tests/test_warehouse_sync.py"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/test_warehouse_sync.py... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Token expiry logic mixed naive and timezone-aware datetimes.",
"candidate_hypotheses": [
"Token expiry logic mixed naive and timezone-aware datetimes.",
"An adjacent helper could be coercing values unexpectedly... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/warehouse_sync.py",
"app/helpers.py",
"tests/test_warehouse_sync.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "naive_datetime_expiry"
},
"result": [
"app/warehouse_sync.py"
]
},
{
"t... | {
"diagnosis": "Token expiry logic mixed naive and timezone-aware datetimes.",
"hypotheses_explored": [
"Token expiry logic mixed naive and timezone-aware datetimes.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production pa... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00025 | deep_bugfix_reasoning | typescript | billing_pipeline | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the billing_pipeline module.
# Repo Tree
src/billing_pipeline.ts
src/helpers.ts
tests/billing_pipeline.spec.ts
# Existing Files
## src/billing_pipeline.ts
export async function fetchUser(client, id) {
const row = client.getUser(id);
return { id: row.id, name: row.name };
}
## s... | {
"repo_tree": [
"src/billing_pipeline.ts",
"src/helpers.ts",
"tests/billing_pipeline.spec.ts"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"
],
"failing_tests": [
"tests/billing_pipeline.spec.ts::... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Promise was used like a resolved object.",
"candidate_hypotheses": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from tes... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/billing_pipeline.ts",
"src/helpers.ts",
"tests/billing_pipeline.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "missing_await"
},
"result": [
"src/billing_pipeline.ts"
]
},
{
"too... | {
"diagnosis": "Promise was used like a resolved object.",
"hypotheses_explored": [
"Promise was used like a resolved object.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00026 | deep_bugfix_reasoning | cpp | payments_reconciliation | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the payments_reconciliation module.
# Repo Tree
src/payments_reconciliation.cpp
include/payments_reconciliation.hpp
tests/payments_reconciliation_test.cpp
# Existing Files
## src/payments_reconciliation.cpp
const std::string& makeName() {
std::string value = "worker";
return... | {
"repo_tree": [
"src/payments_reconciliation.cpp",
"include/payments_reconciliation.hpp",
"tests/payments_reconciliation_test.cpp"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_te... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Returned a reference to a local value.",
"candidate_hypotheses": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test as... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/payments_reconciliation.cpp",
"include/payments_reconciliation.hpp",
"tests/payments_reconciliation_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "dangling_reference"
},
"result": [
"src/pa... | {
"diagnosis": "Returned a reference to a local value.",
"hypotheses_explored": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/pay... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00027 | deep_bugfix_reasoning | cpp | warehouse_sync | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the warehouse_sync module.
# Repo Tree
src/warehouse_sync.cpp
include/warehouse_sync.hpp
tests/warehouse_sync_test.cpp
# Existing Files
## src/warehouse_sync.cpp
bool hasItems(size_t count) {
return count - 1 > 0;
}
## include/warehouse_sync.hpp
#pragma once
inline bool normali... | {
"repo_tree": [
"src/warehouse_sync.cpp",
"include/warehouse_sync.hpp",
"tests/warehouse_sync_test.cpp"
],
"constraints": [
"Do not change the database schema",
"Preserve public API compatibility",
"Keep runtime dependencies unchanged"
],
"failing_tests": [
"tests/warehouse_sync_t... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Unsigned subtraction underflowed at zero.",
"candidate_hypotheses": [
"Unsigned subtraction underflowed at zero.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/warehouse_sync.cpp",
"include/warehouse_sync.hpp",
"tests/warehouse_sync_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "unsigned_underflow"
},
"result": [
"src/warehouse_sync.cpp"
]
}... | {
"diagnosis": "Unsigned subtraction underflowed at zero.",
"hypotheses_explored": [
"Unsigned subtraction underflowed at zero.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"s... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00028 | deep_bugfix_reasoning | go | inventory_api | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the inventory_api module.
# Repo Tree
internal/inventory_api/inventory_api.go
internal/common/helpers.go
internal/inventory_api/inventory_api_test.go
# Existing Files
## internal/inventory_api/inventory_api.go
func readCount(read func() (string, error)) (int, error) {
raw, err :... | {
"repo_tree": [
"internal/inventory_api/inventory_api.go",
"internal/common/helpers.go",
"internal/inventory_api/inventory_api_test.go"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"internal... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Conversion errors were silently discarded.",
"candidate_hypotheses": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/inventory_api/inventory_api.go",
"internal/common/helpers.go",
"internal/inventory_api/inventory_api_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "discarded_conversion_error"
},
"result": [
... | {
"diagnosis": "Conversion errors were silently discarded.",
"hypotheses_explored": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00029 | deep_bugfix_reasoning | java | rate_limiter | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the rate_limiter module.
# Repo Tree
src/main/java/com/acme/RateLimiterService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/RateLimiterServiceTest.java
# Existing Files
## src/main/java/com/acme/RateLimiterService.java
public boolean isAdmin(String role) {
ret... | {
"repo_tree": [
"src/main/java/com/acme/RateLimiterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/RateLimiterServiceTest.java"
],
"constraints": [
"Do not add external libraries",
"Keep backward compatibility for existing callers",
"Touch the fewest files po... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: String comparison used reference equality.",
"candidate_hypotheses": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/RateLimiterService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/RateLimiterServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "string_reference_compare"
... | {
"diagnosis": "String comparison used reference equality.",
"hypotheses_explored": [
"String comparison used reference equality.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00030 | deep_bugfix_reasoning | go | customer_portal | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the customer_portal module.
# Repo Tree
internal/customer_portal/customer_portal.go
internal/common/helpers.go
internal/customer_portal/customer_portal_test.go
# Existing Files
## internal/customer_portal/customer_portal.go
func readCount(read func() (string, error)) (int, error) {
... | {
"repo_tree": [
"internal/customer_portal/customer_portal.go",
"internal/common/helpers.go",
"internal/customer_portal/customer_portal_test.go"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Conversion errors were silently discarded.",
"candidate_hypotheses": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/customer_portal/customer_portal.go",
"internal/common/helpers.go",
"internal/customer_portal/customer_portal_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "discarded_conversion_error"
},
"res... | {
"diagnosis": "Conversion errors were silently discarded.",
"hypotheses_explored": [
"Conversion errors were silently discarded.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00031 | deep_bugfix_reasoning | typescript | task_scheduler | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the task_scheduler module.
# Repo Tree
src/task_scheduler.ts
src/helpers.ts
tests/task_scheduler.spec.ts
# Existing Files
## src/task_scheduler.ts
export function isEnabled(raw: string): boolean {
return JSON.parse(raw).enabled;
}
## src/helpers.ts
export function normalizeFlag(i... | {
"repo_tree": [
"src/task_scheduler.ts",
"src/helpers.ts",
"tests/task_scheduler.spec.ts"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/task_scheduler.spec.ts... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Boolean state was not normalized before use.",
"candidate_hypotheses": [
"Boolean state was not normalized before use.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come ... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/task_scheduler.ts",
"src/helpers.ts",
"tests/task_scheduler.spec.ts"
]
},
{
"tool": "grep",
"args": {
"pattern": "unsafe_boolean_parse"
},
"result": [
"src/task_scheduler.ts"
]
},
{
"to... | {
"diagnosis": "Boolean state was not normalized before use.",
"hypotheses_explored": [
"Boolean state was not normalized before use.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00032 | deep_bugfix_reasoning | java | auth_service | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the auth_service module.
# Repo Tree
src/main/java/com/acme/AuthServiceService.java
src/main/java/com/acme/Helpers.java
src/test/java/com/acme/AuthServiceServiceTest.java
# Existing Files
## src/main/java/com/acme/AuthServiceService.java
public String getName(Optional<User> user) {
... | {
"repo_tree": [
"src/main/java/com/acme/AuthServiceService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuthServiceServiceTest.java"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_t... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Optional.get() could throw when value absent.",
"candidate_hypotheses": [
"Optional.get() could throw when value absent.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might com... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/main/java/com/acme/AuthServiceService.java",
"src/main/java/com/acme/Helpers.java",
"src/test/java/com/acme/AuthServiceServiceTest.java"
]
},
{
"tool": "grep",
"args": {
"pattern": "optional_without_guard"
}... | {
"diagnosis": "Optional.get() could throw when value absent.",
"hypotheses_explored": [
"Optional.get() could throw when value absent.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": ... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00033 | deep_bugfix_reasoning | go | metrics_gateway | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the metrics_gateway module.
# Repo Tree
internal/metrics_gateway/metrics_gateway.go
internal/common/helpers.go
internal/metrics_gateway/metrics_gateway_test.go
# Existing Files
## internal/metrics_gateway/metrics_gateway.go
func addTag(tags map[string]string, k string, v string) map... | {
"repo_tree": [
"internal/metrics_gateway/metrics_gateway.go",
"internal/common/helpers.go",
"internal/metrics_gateway/metrics_gateway_test.go"
],
"constraints": [
"Do not rename exported symbols",
"Preserve current logging keys",
"Keep behavior deterministic for tests"
],
"failing_te... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Assignment to a nil map panicked.",
"candidate_hypotheses": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions ... | [
{
"tool": "list_files",
"args": {},
"result": [
"internal/metrics_gateway/metrics_gateway.go",
"internal/common/helpers.go",
"internal/metrics_gateway/metrics_gateway_test.go"
]
},
{
"tool": "grep",
"args": {
"pattern": "nil_map_assignment"
},
"result": [
... | {
"diagnosis": "Assignment to a nil map panicked.",
"hypotheses_explored": [
"Assignment to a nil map panicked.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"internal/metrics_... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00034 | deep_bugfix_reasoning | python | shipping_rate_engine | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the shipping_rate_engine module.
# Repo Tree
app/shipping_rate_engine.py
app/helpers.py
tests/test_shipping_rate_engine.py
# Existing Files
## app/shipping_rate_engine.py
from datetime import datetime
def is_expired(expiry):
return datetime.utcnow() > expiry
## app/helpers.py
... | {
"repo_tree": [
"app/shipping_rate_engine.py",
"app/helpers.py",
"tests/test_shipping_rate_engine.py"
],
"constraints": [
"Do not rename exported symbols",
"Preserve current logging keys",
"Keep behavior deterministic for tests"
],
"failing_tests": [
"tests/test_shipping_rate_engi... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Token expiry logic mixed naive and timezone-aware datetimes.",
"candidate_hypotheses": [
"Token expiry logic mixed naive and timezone-aware datetimes.",
"An adjacent helper could be coercing values unexpectedly... | [
{
"tool": "list_files",
"args": {},
"result": [
"app/shipping_rate_engine.py",
"app/helpers.py",
"tests/test_shipping_rate_engine.py"
]
},
{
"tool": "grep",
"args": {
"pattern": "naive_datetime_expiry"
},
"result": [
"app/shipping_rate_engine.py"
... | {
"diagnosis": "Token expiry logic mixed naive and timezone-aware datetimes.",
"hypotheses_explored": [
"Token expiry logic mixed naive and timezone-aware datetimes.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production pa... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00035 | deep_bugfix_reasoning | cpp | order_reconciler | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the order_reconciler module.
# Repo Tree
src/order_reconciler.cpp
include/order_reconciler.hpp
tests/order_reconciler_test.cpp
# Existing Files
## src/order_reconciler.cpp
const std::string& makeName() {
std::string value = "worker";
return value;
}
## include/order_reconci... | {
"repo_tree": [
"src/order_reconciler.cpp",
"include/order_reconciler.hpp",
"tests/order_reconciler_test.cpp"
],
"constraints": [
"Do not alter persisted file formats",
"Do not change CLI flags",
"Keep thread safety intact"
],
"failing_tests": [
"tests/order_reconciler_test.cpp::t... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Returned a reference to a local value.",
"candidate_hypotheses": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test as... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/order_reconciler.cpp",
"include/order_reconciler.hpp",
"tests/order_reconciler_test.cpp"
]
},
{
"tool": "grep",
"args": {
"pattern": "dangling_reference"
},
"result": [
"src/order_reconciler.cpp"
... | {
"diagnosis": "Returned a reference to a local value.",
"hypotheses_explored": [
"Returned a reference to a local value.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/ord... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
bugfix_gpt54-00036 | deep_bugfix_reasoning | rust | recommendation_feed | You are a reasoning-focused senior software engineer operating inside an agentic coding harness. Use native tool calling. Read files before editing them. Never invent repository contents. Form multiple hypotheses on non-trivial tasks, critique them, and choose the smallest grounded fix. Preserve constraints exactly. Ve... | # Task
Fix the failing behavior in the recommendation_feed module.
# Repo Tree
src/recommendation_feed.rs
src/helpers.rs
tests/recommendation_feed_tests.rs
# Existing Files
## src/recommendation_feed.rs
pub fn head(values: &[i32]) -> &[i32] {
&values[0..=1]
}
## src/helpers.rs
pub fn normalize_flag(value: bool) ... | {
"repo_tree": [
"src/recommendation_feed.rs",
"src/helpers.rs",
"tests/recommendation_feed_tests.rs"
],
"constraints": [
"Preserve wire-format compatibility",
"Do not increase memory complexity above linear",
"Retain current auth semantics"
],
"failing_tests": [
"tests/recommendat... | {
"problem_framing": "Frame the issue precisely and avoid overfitting the fix. Leading diagnosis: Slice bounds were off by one.",
"candidate_hypotheses": [
"Slice bounds were off by one.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather t... | [
{
"tool": "list_files",
"args": {},
"result": [
"src/recommendation_feed.rs",
"src/helpers.rs",
"tests/recommendation_feed_tests.rs"
]
},
{
"tool": "grep",
"args": {
"pattern": "off_by_one_slice"
},
"result": [
"src/recommendation_feed.rs"
]
},... | {
"diagnosis": "Slice bounds were off by one.",
"hypotheses_explored": [
"Slice bounds were off by one.",
"An adjacent helper could be coercing values unexpectedly.",
"The failure might come from test assumptions rather than the production path."
],
"files_modified": [
"src/recommendation_feed.r... | {
"read_before_edit": true,
"uses_tools": true,
"structured_output": true,
"multi_hypothesis": true,
"session_continuation": false
} |
End of preview.
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GPT-5.4-Thinking Agentic Coding 25K
This package contains 25,000 original synthetic JSONL records designed to train open-source LLMs toward reasoning-first, grounded, structured agentic coding behavior.
Included files
- train-01.jsonl to train-05.jsonl
- manifest.json
Core fields
- system
- user
- context
- reasoning_scaffold
- tool_trace
- assistant_final
- quality
Category split
- 7,500 deep bugfix reasoning
- 5,000 multi-file feature build
- 4,000 constraint-aware refactor reasoning
- 3,000 repo analysis and trace
- 2,000 structured diagnosis and plan
- 2,500 long session continuation
- 1,000 safe refusal and grounding
- Downloads last month
- 99
Models trained or fine-tuned on WithinUsAI/GPT-5.4-Thinking-Agentic-Coding-25K