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Paper Citation Record · LEDGER

Hear Your Code Fail, Voice-Assisted Debugging for Python

As of 13 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 1 inbound Pith citation observation for arXiv:2507.15007.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.15007 v2

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:47:22.887434Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:57:05.813086Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-04T23:57:09.539285Z

Reference resolution

61 of 61 outbound references displayed

  • verified exact8
  • verified fuzzy3
  • unresolved44
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56a11a19-4edb-4d69-ae2c-83f5563fa6b6 · outbound

This paper cites T., Ducousso, S., & Gao, Z.

Hear Your Code Fail, Voice-Assisted Debugging for Python T., Ducousso, S., & Gao, Z

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.516073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.516073Z digest=sha256:0cfd4c15c33abcfc8990932515e4ba751cbf6f680b8f9e3419e2893d328c5e84

Observation 9a32d0b4-545a-4a92-964a-5d6f40f5262d · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.596272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.523183Z digest=sha256:6ec942086e78bd28d976b56443bf6255c6c3702d273c708627baa7e0ac7d2b5c

Observation b910d191-e579-407c-9f53-1f8af01152df · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-06T15:47:23.176961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.528523Z digest=sha256:ba67c73897cedc2cc657fa29e51cc7c922a0c009b90090d6f4d004247530b554

Observation 7f018146-aeec-4d97-840e-69c6565419c4 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.571695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.533781Z digest=sha256:e1ca87af24ed00953a1d3b4dfce746b06008208c49cdf61dbad14957abe07dc6

Observation fcee8cd6-e183-4618-9c24-a743d035a998 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.550547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.538223Z digest=sha256:4f0fe49e5b6bc9c295b08792c6afdd26aed328ff4e48db362b33d588361cd591

Observation 3668ccb2-b9ad-4adf-a71f-906ee2ee1990 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T15:47:24.469963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.542949Z digest=sha256:62f43f93d3054e01c643d13d7111787139fffeafd4df5df61fb0c7f33856d136

Observation 2acf33e3-0773-4491-b956-f6cb4d682bae · outbound

This paper cites Reconstructive Neuron Pruning for Backdoor Defense.

Hear Your Code Fail, Voice-Assisted Debugging for Python Reconstructive Neuron Pruning for Backdoor Defense

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:47:24.365983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.548988Z digest=sha256:6eabb8a81197f2de15e7e14911cc880ae54c683de9edddc96ab3337e2b55bc28

Observation 27d56428-9bdd-469b-9688-92f2f6c83cae · outbound

This paper cites M., Evans, K.

Hear Your Code Fail, Voice-Assisted Debugging for Python M., Evans, K

Reference 8

Resolution
verified exact
doi, observed 2026-08-06T15:47:23.155551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.553958Z digest=sha256:e34675f3e00c666d728864cc329426fd2953f58c90c6e34e683fe266ac04f52b

Observation 51694bab-2129-4461-8883-5dcba650f33c · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.532158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.560190Z digest=sha256:c081edce7a85feb1b486103a56d4142672dd94f305072de92762d85720d39467

Observation 9978e658-f614-4d4b-9a7c-af4f729f25d7 · outbound

This paper cites L., & Zhong, Y.

Hear Your Code Fail, Voice-Assisted Debugging for Python L., & Zhong, Y

Reference 10

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:47:22.565860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.565860Z digest=sha256:10e762edf1d813e15ad5e0e12c18656acbad9410eb7305da72d8e00c2ede1327

Observation 7fb041ad-bdb5-4d8f-be29-153a3cf79d97 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.513863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.573735Z digest=sha256:0fa26d688c31de92d8cf0b9eb7da5816d22361cb8037ad875e418a5b08d35f99

Observation a52fd8d9-26e7-4754-b0e8-152224aa6008 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.486150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.578458Z digest=sha256:a718c893ad6bad19e3ea05835dad255b9b81edc0661cc12f1223446e39da49e4

Observation 15c1c061-5a82-4376-8b13-ce32902fa0bf · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-06T15:47:23.118148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.583193Z digest=sha256:14069ef7b89295e12b23970a488bf49accc0a16efbbe683f32a698d1ff9f5346

Observation 19da3237-f875-424f-88b1-5ac8e0688990 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.458100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.588099Z digest=sha256:440d13c66d5c453b4328aa179bd99ef36781353b1bd48b6fa284dc277cb6c554

Observation 76b9fc92-eae1-4698-98b6-017042d130b0 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.437389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.593401Z digest=sha256:a352b2688d6a9fbfbae7805c8f72360a8d65512c2e7384ab81e4f7fdc052d7e8

Observation 2a2da4b0-d727-4d10-b56d-9783b6c69888 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.396634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.599133Z digest=sha256:15ff056155311ba968c6fb43e6af94aa59555fa381f8de8440655ce9b99888b8

Observation dcb82c63-93ad-40e2-a841-e5a63270fb56 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.604698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.604698Z digest=sha256:aa9e34d1a9c7b2901ea12f7c14bdf4b2ae6d66b4cb4cb75e0278384ae7e60f85

Observation 2ada9019-9d37-4f7a-9dc9-00811792de5a · outbound

This paper cites G., & Staveland, L.

Hear Your Code Fail, Voice-Assisted Debugging for Python G., & Staveland, L

Reference 18

Resolution
malformed identifier
no resolver link, observed 2026-08-06T15:47:22.611681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.611681Z digest=sha256:fbe7d864454e86a2ba975a1f9f455b4c99bd5192f13bb817aae0499a613019c4

Observation b08692bd-0b76-462a-9b25-088ba2b148ca · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.375807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.616983Z digest=sha256:8a467a3eab9fc25711ee1f99a3a40135cfc48faee8858ada230e2f21e3afeb3f

Observation 27c8dfbf-06a3-4dd7-a5c4-a47579a35be5 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.189453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.622336Z digest=sha256:b8bfba0ef9535abc1ada054a1f2699fe8f5f71c897cfe19a5d34ded3674dea31

Observation 5902db68-bdb0-4efe-9ea1-4152d2f93f3d · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.163389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.627470Z digest=sha256:5db6824506be2c0e2df884c096d3933df9cbfbbfa1c1a028a1e43d15362ac8a8

Observation de8f0f74-d361-4ae7-a46f-5f13a078d1a9 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-06T15:47:23.072490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.633355Z digest=sha256:e12ff6bb1e772049ba3175c0cf533d4576a69830dafc7e4eab829c91fe1545b9

Observation 9225d4eb-8076-4044-b3fd-15a3e2cb5948 · outbound

This paper cites W., & Pike, R.

Hear Your Code Fail, Voice-Assisted Debugging for Python W., & Pike, R

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:47:25.143747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.638331Z digest=sha256:01f3bcb6020459dbcb965931bb37c599e575370a3ab46226b77a2c2bbd0e4e7a

Observation e422538f-2371-4b5b-8f37-d957d9f61fd7 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.126243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.643578Z digest=sha256:d7fc1e1b2d94e02b653c03aff47fa0f5de053d726503957281f7107cff5c8822

Observation f748c934-a65c-4b65-88b8-9df61a86214c · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.648557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.648557Z digest=sha256:2bedd17dc4c7d05de55f4d4a1425eec326114d40cb4cf7c3986081618e3eccb4

Observation c4fd5fd8-84e1-4f45-862e-22ae4ce20570 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.108275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.654612Z digest=sha256:c505bc7d74db7cb526533116cb05a36148193153e309624f10e40390b3c67eb9

Observation 8ac0704b-42b2-4199-a993-69135b171e32 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.089204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.665308Z digest=sha256:3090cd2c1327d3f286d3ed279b6fa7f3d18f6ef9e31f73acb98d6439eed08fba

Observation 1a589496-1edc-49e1-b4ab-a5f5668dfd07 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.069716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.671900Z digest=sha256:1df7ee44f0ef4b09235c741aa978d9dd6ac7dbc1cf9fafbca5b6721dc9f405ae

Observation 97bc2813-9bb4-4af2-8d65-e3578227b8dd · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 29

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T15:47:24.138420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.677240Z digest=sha256:71757f730a7d158e5f7521aaf0fda1205b85146073b58d61ec810a9977b88071

Observation a6d1b587-7d31-44be-a3ec-62caa92924ed · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.049764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.682152Z digest=sha256:c15a7558dad660ac333dbdc8bf1d61fa8ea8498423a2f25edf280a2a156f405c

Observation 3648b223-ff32-45b6-a901-69b466f94e00 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.028343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.687724Z digest=sha256:684fcd7d2fee8a41c495f1fb95b3c58fd3dfe8f7b1d2c9c5c88819b5a0acbf24

Observation 07ad1616-6f16-4656-97c9-d52a57d85e7e · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:25.000230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.693653Z digest=sha256:89424608e5729006cdfdaf030ff6a840c9c982f8bdbf4b1653f4190a1eb46e55

Observation 99ae4422-15e3-423d-ad6c-b5ee1b36a436 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.969982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.698806Z digest=sha256:bf4a84d320f799c62257b34316fccca44e1b5205af204b373df00e97b0af955e

Observation e5459bdd-9fd8-40bd-9857-cd76a7e509f4 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.945677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.705028Z digest=sha256:ad68950e45eb18d59a623a1b602123a692ab91c8144c2a044e790c468dfd4cdf

Observation 7594fa34-449e-4929-8a58-649e4864b195 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 35

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T15:47:24.019285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.717360Z digest=sha256:8f62c1213767d6a9a53ec1a8fbf04a237d354d5fdf719fb5e84b19441bb9d7b3

Observation 3814adde-0653-40be-9c32-0f45f223d6d7 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 36

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T15:47:23.911023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.724603Z digest=sha256:2ec679fe4228152a457fba6441e2f5d1acaab81368e14902e7b5025577e61f57

Observation 76453c0d-c261-4a1c-bdfd-87494cfb5032 · outbound

This paper cites R., Bierman, G., & Vekris, P.

Hear Your Code Fail, Voice-Assisted Debugging for Python R., Bierman, G., & Vekris, P

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:47:24.887399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.730450Z digest=sha256:f4231958461f6a8e8a00944a5af582e5ec4d8d3d1088dc3d1438cd01bf7bc3a5

Observation 813cd223-0c2d-47b4-b184-9dfdb503f3ff · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.736778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.736778Z digest=sha256:db5ee7015a124de9a964ee892c0e8d61cdf0c67e91b179be349132c9987e50c3

Observation bdf7a336-2e7e-48ea-81bb-f8ecf5817e9c · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.840206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.742324Z digest=sha256:65c5572db6c24921aee8b4e58acb01fd7d8e355dac416c40e33d76b4bc6552a2

Observation c172161d-3fb0-4894-ae1d-0a8382e84d68 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.820096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.747856Z digest=sha256:50b1514dedb2cb720f35c6c20891418f64cf9aa6cc30c39b32aaf870a73f06f0

Observation b3d4814a-6bd2-4138-91e0-745b89a430f7 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.755743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.755743Z digest=sha256:a0a94cfee50e05c6a8cd27608095df96e8e203039865ac8ae268a9a4bd53d1d2

Observation 215f2c1b-c38f-4c7c-a3e7-61391e5224a3 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.761450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.761450Z digest=sha256:a631a555b05a8d38fdc1c50c3a35b38dffa6091e199770451449f94c7f45b299

Observation f7a13f46-ab0e-4514-b18c-edbf68afd83b · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.768201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.768201Z digest=sha256:f7ed76c81f179adb0be6772ad70d1777e33aafcc2dc1002d4cbd8394dcaa9ed1

Observation d1712787-84ed-4418-b1d8-cc0126e4695b · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.795888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.779135Z digest=sha256:3bf9952ecce0090f162a7e170f23f17eb54bf8b5f589c5bf406b5c1d73f35f1e

Observation b24ac060-bcb1-4945-9d4f-45ab7242c3fd · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.784997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.784997Z digest=sha256:efb9f6f0ffe9688d5be582a385dc31f8efacb15e6dd2e47eceb7c769e21f8d04

Observation dbd173dc-5edd-47b7-a473-38f82739d79f · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.773106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.792893Z digest=sha256:8f491d653596b8a4a2469d88326cf685fe2438b26010a846daadcfbac88e27b1

Observation 48287a1b-e0b3-42c9-9bb0-62bd20d8abe0 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.744607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.799507Z digest=sha256:fc95544b18e6436ed518138e24b1ea1d0072bb44b29ab03d1ede0e2fb426fd2e

Observation c7b14a74-747b-42f7-9a7e-ff8c4ade228f · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.719926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.804686Z digest=sha256:cb069ffddd71c0dba95a80beab223e77a04ad456abd951b2e5f3858f30c9ebe9

Observation be09b45e-8a5c-4b6f-b7c8-3e919ea4fdda · outbound

This paper cites (2023, May 15).

Hear Your Code Fail, Voice-Assisted Debugging for Python (2023, May 15)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:47:24.698081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.811372Z digest=sha256:f57be4d3ac5bed6be027cc4d79bbe9713d64e051aca74e7b36a07f6c4ce7653c

Observation 242330f1-1d27-4711-b50f-deff49edb13e · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.676213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.816079Z digest=sha256:3472e0b4e6077c33acf1987a5a8979cd6032782e7af5b44de60a76be1250b3a2

Observation 2ea5b2bc-a0be-4ecd-9a10-1870d1505dc7 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 51

Resolution
verified exact
raw_fallback, observed 2026-08-06T15:47:23.531860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.820741Z digest=sha256:511cda827cd4b1ed65628231b421009987c999694f98902816a377dfe008a0bf

Observation 21f9f99f-26fc-487f-984a-da8ff3475022 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.656800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.830088Z digest=sha256:89290214cabc27708681141add951d34535f8208b026aeb453406d20c409ad79

Observation e27a97a6-1610-402b-beb0-2ac1442a7660 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.638364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.836106Z digest=sha256:95f3727a9f5273c6eeb77c6790b15fd6e6fd7319df5b6ab4681999dc3e62ad80

Observation 280eb1be-fff5-4065-a634-e9e441e1558c · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.616795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.842040Z digest=sha256:4f70f9184660353c329b135ef57e0a0c6997d7e1b0b7e99639b5d9d69569ffec

Observation a6c380dd-aad4-4335-8744-558846d9766d · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:47:24.584574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.847762Z digest=sha256:d548e133a1d1255715e9afd418a558d89e5a32c6079048b8d3ff5b36ccfd5e2d

Observation cd405d88-6612-4255-b33b-48dd71be61b3 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.853773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.853773Z digest=sha256:35966b563b7872f717fa2372cac1dc0929cdd073be692f2bd0a9004478130799

Observation 62eaf71b-f2d5-4743-a76c-02e2b6e5f5d9 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-06T15:47:22.970968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.859878Z digest=sha256:ef33b7be81ecab2e62898c03f28314e8577934234583ce15dc83182cfe7dc52e

Observation 87cd1f91-85d4-45fd-b278-db03663b8ccf · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.867270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.867270Z digest=sha256:57fd22010a32fd013cc66cb4d3bf41fdd040d2c5f4cbcbeafd1fc7ccc5ec1677

Observation 7f318b93-bf8d-493d-a075-a0afea376f99 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-08-06T15:47:22.938115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-06T15:47:22.873791Z digest=sha256:6d2082725dc9bcb3c866ae921f2ce0088f0253a70c1b1320b280662b590431f9

Observation 97093d59-3513-4da9-a90f-a4230a499994 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.880796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.880796Z digest=sha256:bc5815578e5001a190898a7f13f772428074279a453258cf1b264c9bdb168668

Observation c9424cbd-e759-4f80-8d27-93fe7700b566 · outbound

This paper cites an unresolved cited work.

Hear Your Code Fail, Voice-Assisted Debugging for Python Unresolved cited work

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T15:47:22.887434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:47:22.887434Z digest=sha256:d6f78c9033a8f8025d7dfb6bce21d79f5c6ffbe268be8206aa758ee5976d336d

Pith citing papers

Observation e7898b9d-0c4f-48fc-9897-450c8bfaa54b · inbound

Agentic Software Engineering: Foundational Pillars and a Research Roadmap cites this paper.

Agentic Software Engineering: Foundational Pillars and a Research Roadmap Hear Your Code Fail, Voice-Assisted Debugging for Python

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T23:57:09.542851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-04T23:57:05.813086Z digest=sha256:2a5349bcfaf41ef472a606d38f04652c482559b93c453961104321a49d15a7ef