Paper Citation Record · LEDGER

Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.12071.

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

pith.paper-citation-record.v1
2410.12071 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:44:55.206458Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 75b90f72-c0cf-4607-a1c2-33f5054c76bc · inbound

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap cites this paper.

From Cool Demos to Production-Ready FMware: Core Challenges and a Technology Roadmap Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-23T19:08:20.765783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7801fe85-4a5d-496c-b0b0-fc9c653b603b · inbound

Understanding the Challenges and Opportunities of Generative AI Apps: An Empirical Study cites this paper.

Understanding the Challenges and Opportunities of Generative AI Apps: An Empirical Study Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:42:12.318468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b6b721f-e58b-4307-8d10-a98607a5f4c1 · inbound

A Large-Scale Evolvable Dataset for Model Context Protocol Ecosystem and Security Analysis cites this paper.

A Large-Scale Evolvable Dataset for Model Context Protocol Ecosystem and Security Analysis Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T21:44:55.206458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59d918a6-a113-4944-a9f7-be2af802e88e · inbound

Understanding Prompt Programming Tasks and Questions cites this paper.

Understanding Prompt Programming Tasks and Questions Beyond the Comfort Zone: Emerging Solutions to Overcome Challenges in Integrating LLMs into Software Products

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T14:56:39.969662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.