Pith. sign in

Paper Citation Record · LEDGER

Hear Your Code Fail, Voice-Assisted Debugging for Python

As of 17 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 2026-08-16T06:30:59.297886+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=sha256:111f1138e6d2a6a510d53b67b1209012ee7ba40e6c2088d40ea845847bb66976

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.523183Z digest=sha256:8d166f24b53a1f7c3b290807703117486d058b8c0761c60c5e18bb271ca3fdd3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.528523Z digest=sha256:23d4a57960af7a81a11c98e6c3fb7b42bb02e92d0e936d52d1d54da3fad2ddc0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.533781Z digest=sha256:e32d3fee3c512e4d75bc2d15044c516c2176a9e0799090dfb79fb277ab1a5ee7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.538223Z digest=sha256:8b29ec9ccfdaeda47693d0e3edf5d0ac1927412ee0ca9110b6b7cc0c86183cd3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.542949Z digest=sha256:82ae34378001d2478c893687fffe6c9182b73002e74245076e8e4dd45c5143eb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.548988Z digest=sha256:16154b17ba84013129da4257e498d03c1dec04c7d6825db8564aac6941bdf669

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.553958Z digest=sha256:e951816237e9fd652ec5a1ca6d2f44446263cd4bc4deab343733b344e91f0559

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.560190Z digest=sha256:6d82c4f97b2c5149f91bfc309559b61b9606dda6a349fdc28413da4db11b96c0

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=sha256:951ea29e1d49bb17be00ec1d372997eb131d442d5df907b9e48549da2c9dd49f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.573735Z digest=sha256:746e726dc859cc35f3cbc594ce02f360ca052f55dbe94692ee9ebbde48967167

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.578458Z digest=sha256:448f03517d1517e4f43c5fb5003adafbd0268be67415ed6d845e1c3a135e35d4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.583193Z digest=sha256:d776a8391222f72885d63e6023553e063f9bcdb782209f22d39109fc79ead6d5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.588099Z digest=sha256:fe99d8926c599e422b300a013f1553ba09ae59b643dbec0f2a5a236ed1ed7bbb

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.593401Z digest=sha256:56cf78dc860797a17f34218ae85dbb8fe6dab842974d61073500ce7396340532

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.599133Z digest=sha256:dfa6df40132d7eb1ce01b84b9f5408f65ab98fa4e5a77b915b401ce91f51b955

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=sha256:3a0a3134021f90387a9becf23ba6c826a427d98d9b19fe59fbe91fda6f49892d

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=sha256:7dace7810fb689a7a0dab9cea279d5288b6ca06b44bc4a2d7a0f84388373a6d5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.616983Z digest=sha256:263c1dda66ea83d109a34241614ef5f01e320b52ce6a81661446a671ab1d3ad6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.622336Z digest=sha256:5df1a5845dd7301903a2d28ccff5196f07b89d8fcbeeed46142ee8e69951935c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.627470Z digest=sha256:7771e891c92af325cee94e1a6683fd123bf4869075938ab4a940d9abe037cf37

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.633355Z digest=sha256:83949792fdbe76e8bcc554c890ee240511e2b76e9e7694faab981293a3c19bf3

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.638331Z digest=sha256:63839ac7ed496a3cfbffdcd08d6f977710b690b63f542ccb0ce074b266f26a63

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.643578Z digest=sha256:d773c9eeb4d8ebbb92b272e972cbc946b7c09227ea2effc99bf897300cbcf48c

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:ea3181fc75df474554f050addb0e505a80f5ecbedaaee3dd7d00ab7a3ba88468

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.654612Z digest=sha256:c4ad492877f53fd3a74a3f675c23c036afbf52a0d9d3bc468720e7957fa91572

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.665308Z digest=sha256:8e423bb4ff03f8a2f613179925b8ecf48e59ea4756f64ab65d171a54a12e34cd

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.671900Z digest=sha256:ff472083c64430fbef14262b7b732e55988443249754ef043251015bcede6967

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.677240Z digest=sha256:6e4fd670d89527e7709b88ac3e1fae91d6da6b7915f42ff9fca181955b1f2659

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.682152Z digest=sha256:e10069fef062414331ce3c07553724dfab96ae12bf3ee8e6e2f3a4c696452b41

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.687724Z digest=sha256:f94d8f9dff6d993f58912a1a2d00259acbc17f707b4bf250b093ca4a03d2fea4

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.693653Z digest=sha256:a2852c70a6c66176390bf53a00fcd39e844342a6df026edcffe4bee366ab24ef

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.698806Z digest=sha256:98bd412199263aa9f43d1cb3ce803c3768d1b40f8020105cbcc5ea723bcb8a8d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.705028Z digest=sha256:a5cc991c409d2c479bf3644b6dd80614f6d5f7586190281d4b849d1449064653

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.717360Z digest=sha256:e9dd1621f565058d2412d280cc4b43f3428d00cd787b6e1cb15eb8dc11fad02c

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.724603Z digest=sha256:bb38ffc3d8a1b27de563e0bfb5436cec7a031022699c95306243ecc8c37c5692

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.730450Z digest=sha256:dee09d4ebd7de1bc256d49d49030791e4b2e2d5762d391559562e01be5616e44

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=sha256:69ab7aa9400ea028784e477030115ce70df449c7d066c866fe1028e11319c2d5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.742324Z digest=sha256:de5bee7a12cbade9970c415b59850e7179a58c11a7dc2f2c118922936dbd1f7d

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.747856Z digest=sha256:1c591e87790a120b6c593137dd8d033b36b3fdba8554bc3851e14deabdb17920

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=sha256:07b04efd844277c2973785a4cc4cf94c07b02cdcc48a9ab59c456929f395f7c2

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:cc07196dc13577296589a09f2e6d0f78393e25cc6aa12409d9b74efcecc72d00

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=sha256:3e0fc50d2cb96961616815c6fe9ef7cd49675a8a01e9a6d4d55e35179b163f88

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.779135Z digest=sha256:d39d92a787da4e9920e5774bde348a1874750b01199737c6277c7870774a5c69

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=sha256:430c93b95fd6857d371daa04d5cb56f09f8f8d63f265222089cf8f45e36fd969

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.792893Z digest=sha256:142ea63b4f1fd97d8ca75a474e942c26ace57f239eb8883d0eae796d531ab758

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.799507Z digest=sha256:4c0fc8fbb87f0b599cf650f2868af0f40047fe9a0044332aec6189d0b3663407

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.804686Z digest=sha256:fe11ac3181e8f51eca0144efc56a645b5fe9bb27859e996263e0976cf69e72d6

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.811372Z digest=sha256:12b3d9b0f02748a8f393cfa19d4c24ef2428afe3f7af6278bb832d8e51f77a9f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.816079Z digest=sha256:892936716cc4182c5999009407973abfc4e94467abf11e1e5be085aba962a517

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.820741Z digest=sha256:a5b0cc93c58dfeb60c39b5455eb66209509f7f5b6e1b72afff499e304ed7c85f

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.830088Z digest=sha256:1a2501273a7a1caa5740d982cb9f060986d0faac7441bbae30d4f89f939b92a0

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.836106Z digest=sha256:649aa467e550e02a31a3cf2a281a39fef2cc3f12d06b806f6a5d839b20ce72d7

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.842040Z digest=sha256:d4966c76ec439d6f2490bbf5fdc0477d08b7d05d293a68743e3b5282b24f34f5

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.847762Z digest=sha256:b6977337abd64c7b0097acf1d024c0548fa481db1c499d9d965a357866206bd0

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=sha256:19dd0c20e0e19a65a1cc7664cad4b1244f57e6136acfba457cbe071a9cd982e1

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.859878Z digest=sha256:2eb5a00b3919e859e4ccb6122dc4b80eea722b0f533c4c8c9588bb59016a5df4

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:c27e678ed50bc17e82cb50e8b32534af7ed1d0766de0c18a2bfaa3f35fb18e3b

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T15:47:22.873791Z digest=sha256:a665857f7290c67ae302ca1d822a3dd0b5daa2026c085b263f254eadacef43f6

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=sha256:44d5a5bfc252149d404ffabe91a06cb03ae3a9389f85aeee1a2d004ade4ae670

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=sha256:869caeb61753911774c23f414359d2c0ffb0c1220bf4271f72a1db3f8f7d9686

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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-04T23:57:05.813086Z digest=sha256:381f344be0e366f9207ffff4f20792fe57a0f4d6e741789f7b04a4823c82c2d3