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Paper Citation Record · LEDGER

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering

As of 13 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 1 inbound Pith citation observation for arXiv:2605.17526.

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

pith.paper-citation-record.v1
2605.17526 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T22:43:13.251812Z

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:40:56.195180Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact20
  • verified fuzzy26
  • unresolved6
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd8c7254-4046-45f0-83b4-79608921418a · outbound

This paper cites Claude code: Ai-powered coding assistant.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Claude code: Ai-powered coding assistant

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.075957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b009e08647b7ce108756d725b7eabfde921c2c4c73fd4e89d54ad42fb8bc9f17

Observation 35d106ff-9880-43bc-a272-8ebc6e02c6aa · outbound

This paper cites System card: Claude opus 4 & claude sonnet 4.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering System card: Claude opus 4 & claude sonnet 4

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.077805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2b8b3086130bc6057366970b2bd0fdbc8c12d05467b410235b2d49a2dff8c424

Observation 1231ff38-8ea9-4f71-a98d-62f7c75b57cc · outbound

This paper cites System card: Claude sonnet 4.5.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering System card: Claude sonnet 4.5

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.024583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:86b17e08ff064df14fc42d815debe932b7c5d6d5f43ef445b79e9fbb9a04face

Observation eca5be2b-5a19-488d-b2e7-3811332f5d6b · outbound

This paper cites Introducing Claude Opus 4.7.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Introducing Claude Opus 4.7

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.074235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d92cdec3e428033ee5e194f196937d146359ad3ac1a6ac498ef650e60bf644b2

Observation 5bbfc691-d2b0-491f-a607-e30e04364e70 · outbound

This paper cites Program Synthesis with Large Language Models.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Program Synthesis with Large Language Models

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.931075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d3f1fc93d32632d9c0fa7f12f728eaaaa80947406cb5e720e3ff844628db03b9

Observation d85a9077-a7dd-4a7a-8ecf-91b85c17ed28 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Evaluating Large Language Models Trained on Code

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.968352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b647b6a66a95cbdd09a939e843ecc2e6470ec61cc7b49cf895e8859212dd1abd

Observation 05415029-20a6-44a6-b5f5-1c44ecb31ec4 · outbound

This paper cites Cursor: The ai code editor.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Cursor: The ai code editor

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.065267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:5f1d4f07249381d9ae60bfab5b3e34bb4348c13093bdd4bb609a2020ccbf0504

Observation 7b918280-6b38-4e95-8902-f8a8b1eefa1e · outbound

This paper cites Deepseek-v4: Towards highly efficient million-token context intelligence.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Deepseek-v4: Towards highly efficient million-token context intelligence

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.059700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:39ca0cc0e1654177d3ae22aea79cdc4fad016b2bb6a0da69710d29890c216e21

Observation 7d198de4-fee1-4182-9719-31488dd2f51d · outbound

This paper cites SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.940231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:6516f50dc3636bba152cc8a67b667671445278d41fdfd7716c8c6b54287c90a8

Observation 670e9033-219f-44be-a618-2797a262b180 · outbound

This paper cites Nl2repo-bench: Towards long-horizon repository generation evaluation of coding agents.CoRR, abs/2512.12730.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Nl2repo-bench: Towards long-horizon repository generation evaluation of coding agents.CoRR, abs/2512.12730

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.950291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:950ee0a25753d7686d57607c85b97a2833829a1151060a574edbb9a501a6015b

Observation e98eff82-1446-45fc-98f4-350f1a6087cd · outbound

This paper cites A Survey on Code Generation with LLM-based Agents.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering A Survey on Code Generation with LLM-based Agents

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-19T23:02:21.366092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:031d28feab3c94f1a0f36b51a535f77a9df4d7e5a9d3918f71aa2cc9caaa625a

Observation ef158174-f2ea-4269-bac6-96b57e29e703 · outbound

This paper cites Automatically benchmarking LLM code agents through agent-driven annotation and evaluation.CoRR, abs/2510.24358.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Automatically benchmarking LLM code agents through agent-driven annotation and evaluation.CoRR, abs/2510.24358

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.974290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:4c44c0084a66462a81b6d5868898d00687fb424d2191b24db44dfda77f9732c1

Observation cfdab82c-697e-4d7f-b06f-d393034443df · outbound

This paper cites Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Trae Agent: An LLM-based Agent for Software Engineering with Test-time Scaling

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.962102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:95179538c70c850f81361cd7a2ba3020538d0dbd08373b81c0d3617e6b8d4bcc

Observation 57243361-5324-4d39-bba4-93798571f532 · outbound

This paper cites 2025 , archiveprefix =.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering 2025 , archiveprefix =

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.923439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:58962b641ca8e8bb2b4a05f904738aa6e1444c81466b5b5798159b231dadbac9

Observation 81eabaa5-b9b6-437f-bd4f-5ef58d939fd2 · outbound

This paper cites Github copilot: Your ai pair programmer.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Github copilot: Your ai pair programmer

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.057945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8cd3d9dcc5632fd6bccc3b7f0424f1868e7233775a5c33a489cf9b2d4dd49c10

Observation ef5074c1-7bfe-4ffc-8561-208592da7daa · outbound

This paper cites SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-02T02:17:13.298963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:aca8194c2bbcfa9965a19ea2710b48390c868a13f2c2148e475b351ced96ee3c

Observation a5a59498-bf04-4374-ba2e-1fb68f761c08 · outbound

This paper cites Measuring Coding Challenge Competence With APPS.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Measuring Coding Challenge Competence With APPS

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.956165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8f783fbca5c725530a40de039eda179b3639c20174286be9edbfb01086ccf734

Observation f7b81f31-fa80-4a93-ba9d-5b48d5e92a1c · outbound

This paper cites Metagpt: Meta programming for A multi-agent collaborative framework.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Metagpt: Meta programming for A multi-agent collaborative framework

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.016600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:6314ce1d5db9cbaf11338eb1f60b607a021ac26177c54753125ec773a6562c1b

Observation bf5bd937-b07d-48bf-89f5-ab9f678d4eb1 · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.042033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:1148db2029020e3d14e6aa69341796192950ea514020c17cffb06a919b164a00

Observation 60c05f4a-fc97-4e5f-bce3-0234051d56d6 · outbound

This paper cites Opencoder: The open cookbook for top-tier code large language models.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Opencoder: The open cookbook for top-tier code large language models

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.052202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d44a948abdb904ed3ea227b86b29bb0e38af1aaab68e86cef3d3d665c3c89c18

Observation 9f169d68-069c-4270-82cd-673c9c65ad05 · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.020897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:c2050864eeb9f3413e10f27dcae1f28eb9a45563754657e9b7a59431de2b8048

Observation b061732f-ce0f-4183-b97d-23f8dc32f11f · outbound

This paper cites A survey on large language models for code generation.ACM Transactions on Software Engineering and Methodology, 35 (2):1–72.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering A survey on large language models for code generation.ACM Transactions on Software Engineering and Methodology, 35 (2):1–72

Reference 24

Resolution
verified exact
doi, observed 2026-05-19T22:43:14.907324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:db841a2205252da6861b26c50d9bf62157277e807fae916769e1687b2e16541a

Observation 8d79ddcd-f8f8-4cce-abb5-6dae98485f6b · outbound

This paper cites SWE-bench: Can Language Models Resolve Real-World GitHub Issues?.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering SWE-bench: Can Language Models Resolve Real-World GitHub Issues?

Reference 25

Resolution
metadata mismatch
local_arxiv, observed 2026-05-19T22:43:14.934191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8bcec7b2e15f2d6cc9d925f6df0736c3e0d0d1bf1d27aebac3ecb0648610da4d

Observation 0dbdd477-4508-46f7-b17e-fb05a759917f · outbound

This paper cites Ds-1000: A natural and reliable benchmark for data science code generation.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Ds-1000: A natural and reliable benchmark for data science code generation

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.072513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:3ce456de8b56878af05eee9c0ecf3942e4b34cced0d6054964850c9fea1485e9

Observation fabf84d5-c374-40ed-8bb2-84238a597813 · outbound

This paper cites Prompting large language models to tackle the full software development lifecycle: A case study.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Prompting large language models to tackle the full software development lifecycle: A case study

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.016420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:61cbf3ab25608e5d5ba55575df14274bbc39991bf8925d97ace18be76b895cc0

Observation 3ef86050-4ce2-4169-a8d5-758fc5cc12ef · outbound

This paper cites EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.959246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:28727046e508d1c9e5333f19f0de1f0ca99fd73d40ea7be0ed6d4e55b8c494e4

Observation 9aaf9c3e-9ea5-4a31-8605-640595510fe4 · outbound

This paper cites A., Mathur, S., Salabert, D., Ballot, J., R´egulo, C., Metcalfe, T.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering A., Mathur, S., Salabert, D., Ballot, J., R´egulo, C., Metcalfe, T

Reference 29

Resolution
malformed identifier
doi_truncated, observed 2026-05-19T22:43:14.900321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:7b0d5474ca6cf2b8794e8b9c60cc8b7db102e1e587434e66b889737faba06d6d

Observation 1c6f22ea-8f9c-4206-8d8e-8a86aed2cf72 · outbound

This paper cites arXiv preprint arXiv:2508.02085 , year=.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering arXiv preprint arXiv:2508.02085 , year=

Reference 30

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T22:43:14.953206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2b4b507fbd01e878058c1bb86addaea85685a88d8cdc9ecc7d762903ea40f82f

Observation 19f949cb-771a-42f2-9fe3-6ce2d649f732 · outbound

This paper cites DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.976958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:5b71f6b096ec24e7e6fcedc2bba5e4d08eaeb909fe6c9fdb1606676d9a610059

Observation dfabbb33-4c5d-4a07-a7a8-8e0162131a46 · outbound

This paper cites M2RC-EV AL: massively multilingual repository-level code completion evaluation.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering M2RC-EV AL: massively multilingual repository-level code completion evaluation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.034194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:f606f2c4a69fc2840869a375ad53edc9823997b4f19fdb22b2464e15e2b9e649

Observation 0b9362aa-716c-4c97-aa30-9aa3f1bc3f33 · outbound

This paper cites Projecteval: A benchmark for programming agents automated evaluation on project-level code generation.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Projecteval: A benchmark for programming agents automated evaluation on project-level code generation

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.028539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8f185b99e8057cb9606d9ebbe7f553eaa0ad1047659f4e01235e13aef020d3c3

Observation 696eec36-faac-40ec-9b03-f83fbba5860c · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.020181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:26520136e039517a7d393b2fab44608f3d0499127f9e1a043b80cc56e9f365c8

Observation 13a50e6c-976f-4d25-ab04-629fa0f418ad · outbound

This paper cites Repobench: Benchmarking repository- level code auto-completion systems.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Repobench: Benchmarking repository- level code auto-completion systems

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.067024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:fbe3fad8dd7e94dc3ce07f35e61a043c01c79e641c85644e36a55a3631e53c51

Observation 3f34eaf3-0ad2-4966-8be2-3d101e19397d · outbound

This paper cites Projdevbench: Benchmarking AI coding agents on end-to-end project development.CoRR, abs/2602.01655.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Projdevbench: Benchmarking AI coding agents on end-to-end project development.CoRR, abs/2602.01655

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.927814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:f9c22984198796a4b7544a4ed997bf99323df2632ebc4b5b6483776e7dc6c2e4

Observation 2aa4923b-c732-4508-ac48-fd53dfb44ba2 · outbound

This paper cites WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.965403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2cc812425658b7d84d0b3c1b1bba3a4bf3325ab4ceaf82d2dfa9bb8ec4de8c3d

Observation 99530e1b-852e-474e-be28-ff4ba3040a88 · outbound

This paper cites MiniMax M2.7: Early echoes of self-evolution.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering MiniMax M2.7: Early echoes of self-evolution

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.026615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:edd310767bd0cea83635420b4322f8163c7ede7ad29d5d7ecd0ccc117ae8b4a8

Observation fdbe8f4b-401e-4c18-8994-f9f9cccaf357 · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.061483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8b1f1425cbaa933c7e15a881d28dad790010a4715ab8dbf076868568fa2a11d0

Observation 3444dfab-ac4e-4bb2-b039-b3a76dc47b3b · outbound

This paper cites Kimi K2.6: Advancing open-source coding.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Kimi K2.6: Advancing open-source coding

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.011814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b2a3e6a22fc4c1ef817b296e5ee705420c3a7607ea5661199380d8c1dc61a321

Observation 68c5d4b0-eec0-447a-973c-d9a11f93dd2c · outbound

This paper cites Gittaskbench: A benchmark for code agents solving real-world tasks through code repository leveraging.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Gittaskbench: A benchmark for code agents solving real-world tasks through code repository leveraging

Reference 41

Resolution
verified exact
doi, observed 2026-05-19T22:43:14.904324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d040058347b02bf8076894d2b995d59c7f17bbaa334bd9f5d835da7f6feecccd

Observation 70b8039c-c498-4d07-9e4a-c006c89344d4 · outbound

This paper cites Codex cli.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Codex cli

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.032212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2d0a959227ef89a2bacb387dd6619bed49b4163fbddb21b94ed34c789ed1e0c7

Observation 764df0d7-52e1-41ac-8952-d2f53bf527ac · outbound

This paper cites GPT-5.4 Thinking System Card.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering GPT-5.4 Thinking System Card

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.068713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d75d8b0d25258c22fb2d4b3e3f3b4f1ef4caff8c85842424f7e55a37121b401e

Observation 0207bdb8-653b-4b10-b993-011fe8be4c96 · outbound

This paper cites RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering RepoGenesis: Benchmarking End-to-End Microservice Generation from Readme to Repository

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-19T22:43:14.979279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8be46a84858462081f4a7efe774c63da9d0be4d3dc31e71f10bfa06c6301625c

Observation 7c77d3ea-0d17-4566-9f48-3a11fc1866ca · outbound

This paper cites Qwen3.6-Plus: Towards real world agents.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Qwen3.6-Plus: Towards real world agents

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.037911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:77b03034e4e185450b8d4a444dd7edc28984bc851d51bc00ca4c2aecbf04df77

Observation 8cbd2781-ba79-4fb1-831d-85a85ffd5f99 · outbound

This paper cites Qwen3.6-27B: Flagship-level coding in a 27B dense model.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Qwen3.6-27B: Flagship-level coding in a 27B dense model

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.049832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:a04ffa9f615bb7805821a93b01d719a3a3fd62160ed17646b61e6edaa5d89e16

Observation fb21873e-d5c2-453d-a91f-e8e0a39022f0 · outbound

This paper cites Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Vibe Coding vs. Agentic Coding: Fundamentals and Practical Implications of Agentic AI

Reference 47

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T22:43:14.937192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2fb41cb146a4b77c1e74d023c40ca04f568d80d872a3bbcbc4cf37f0ecc3b0fd

Observation 6a7ebc3d-4e65-4505-9b8c-f5a2e8ec1b75 · outbound

This paper cites Vibe coding: programming through conversation with artificial intelligence.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Vibe coding: programming through conversation with artificial intelligence

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.934712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:bed892091aa2907f2cd0b93af72384d6ec5b247ca132bd362cf55018d0817632

Observation ec5a20ad-c2fd-4097-b847-1cffe97f1611 · outbound

This paper cites Gemini 3.1 Pro: a smarter model for your most complex tasks.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Gemini 3.1 Pro: a smarter model for your most complex tasks

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.022837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:16cfb9af3ff70815eae57189a59f849897239d19c3cbba9255b7f194e30b24e9

Observation c3ae30bd-8368-46c0-8a70-94c001390fb1 · outbound

This paper cites Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Xu, Xiangru Tang, Mingchen Zhuge, Jiayi Pan, Yueqi Song, Bowen Li, Jaskirat Singh, Hoang H

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.039686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:8b35f8c02c9d98949fa5afd2c7745bbe32f24a36fc86228b457157f4c66f234d

Observation 5a541919-924b-4f4e-9952-565c7632313b · outbound

This paper cites CodeContests+: High-Quality Test Case Generation for Competitive Programming.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering CodeContests+: High-Quality Test Case Generation for Competitive Programming

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.943571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:008200d11d6ea41f68aae40c319d57fc0432469b9ced728ad63dab6ad4e6aaa0

Observation bd8a313e-cd55-46df-8efd-5f50095bc104 · outbound

This paper cites Swe-compass: Towards unified evaluation of agentic coding abilities for large language models.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Swe-compass: Towards unified evaluation of agentic coding abilities for large language models

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-05-19T22:43:14.971165Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:ac76c564b5bf58f88b5923c9c48eb1071a3b0a92bc46f14ed035cb724298d984

Observation 61f3cb6e-2cd9-4b54-98dd-12fd3981d0e3 · outbound

This paper cites Swe-agent: Agent-computer interfaces enable automated software engineering.Advances in Neural Information Processing Systems, 37:50528– 50652.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Swe-agent: Agent-computer interfaces enable automated software engineering.Advances in Neural Information Processing Systems, 37:50528– 50652

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.054214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:f6f42c91d524888a7e552e2d27808825c448f594a3c12ca48e803dd1ff8cbbf9

Observation ad730ee9-1850-48bd-a6f0-a19e065f23e7 · outbound

This paper cites Glm-5.1: Towards long-horizon tasks.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Glm-5.1: Towards long-horizon tasks

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.063429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:65b6b7fe0255af885d9ee7d7412136d5bd86f60238f6c4e16b97bb58cf28ec85

Observation 97587dce-41dd-47ac-a909-65625344f6ff · outbound

This paper cites CodeActAgent.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering CodeActAgent

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.056044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:851336a30144b15cffd36fd62c9c37994c88484d7d56843f9ed2770b1e7a37b0

Observation fa1eac4e-f766-49a1-b424-31521e636ecd · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.030243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:97070499bc82666160f3e9a0eb315005a555e3c65f33a0628e99e158c6aeca6f

Observation 4b688c34-bbbe-4254-9269-02a308069ea6 · outbound

This paper cites an unresolved cited work.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-19T22:43:15.027275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:4a5376c229d1454cad81f932fa450356b785a18ac8ff0fc4db682c0d5c67ae8f

Observation ed479ef3-f391-402c-ac97-570b73fe9ecf · outbound

This paper cites weakest link.

SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering weakest link

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-19T22:43:15.070402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:92fdbe8fe139eb56acaa852b20532e0eb3fe139b78c3157b56612acaefd3b67d

Pith citing papers

Observation 8190e3c1-89d1-4a13-8f3f-6346971db915 · inbound

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks cites this paper.

LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks SaaSBench: Exploring the Boundaries of Coding Agents in Long-Horizon Enterprise SaaS Engineering

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-04T17:40:56.195180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T17:40:56.195180Z digest=sha256:dd8de30a7bc307c0fe46e0b2c0518c19e18102d3a758d06dbb87649f46ccbce2