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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-17T06:30:58.91139+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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b189684eb8d5f8c69279b76cc810af82c64789d88dfb01ff897220e5fa1528e6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:624cba8ec026728703b14f91ca79e0291db2439e3629652a5e179a8861669410

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:387656f67cbe55a55af1bfc17d40c9b65517b0d21f693f705fada88437a72af7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:59490fbf5ffcfe8f81054d041909cf3df9c0e578b315588283f0447ad831e21e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b38b79290201d7982f14e348ae6534e4373602878fbc97c7cfa70f47e0cfca3e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d62cba6621bec143e76e7a2b6e34e45319a37ff4dc46d53eea4b85c9e737ef18

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:051d9891b57ca5e81f984df3de04cb81276ab81873cdd3325600cdfeba1de6c0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:e3188889cafbe0d6f61e7c842fb7d3312f8669a6bfb2f6a68b72f326cb3788eb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:a1b08c6d8ec51764b0cf0a040bae15b7228f7f8f93cd7610814910995e4b544c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2860253dd80d80777875911a6f88245f3cc819feb7b057c94a8035d6c041e930

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:a2f94a21c05360a112d61d232e93fc2640052dc80a7bc7b7010668119f57cf90

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:25c346180f2f433e22a54eb0cc1118ea96f6057e3a70f299f35409c0b4510470

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:365ff8a187523984e37c48774aed63a6989e680f6e992ea5acaba3f818b0f83d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:0338019ef7b1f7012b7095ea82e379e2f185f8385d1eab6b9839b4c6da8fe620

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:e77fa4c7a65617f2a950f8249ff43033769cae0ce534554053595f95c18822b5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:10d85a592886cbbc0d64a6cf3a6c6c79ac49f50cf887b96743df56431bcd9526

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:5ab958eb06d1ac24f7a47a59d83ad3dfe49ebbaf9c7dd3c8b4e7cc44f55e2fd7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:caaeafbe3b1d7e0df3cb6da70ffb190014300919ac22b1da39f56ef383c23263

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:eacc49bfb26c23d116ac9f6b7a0ed6bdef9b60d83f5d339d8eab09a7ef35a00e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:400b7784ce8d5951983de5ff55b4b0ff62dfa214079f848f6d6ef5c9f5d21759

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:49354a7d97b0fc2ca07aa4ef1888a3c6e57913ac1c30573b621b00e33ac8da58

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:345be6b95be46c6546c3622e58a3974491331a2fe55197f33d01b6d9e7e29152

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:3949f8f052e512ee1c08d6fb1c4c0d15790ccb5a48e7fa19e43f5a17563aa05f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:d8d8107dfa1a55195d34a538b714463f1db6e23d222fe874322be7294442192e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:ce9d5d60a485b237a61613d15fa10771dcc1ba0bde0eb80ea9c3335b05809fa1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:28937e73bfb3df22ae2216fe04ac864dc0208356c73db8249aa60c2d09937570

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:54ba24d708820e5f970ebeb8a097dc1c6ed08524fc253588a1daca2416140edc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2431eda7bc912fcbe23568428406f04559d1baecb4db92e932ebd245274c1784

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:c549494e37f8fa54e027781d578260faa7bddf43616bbe06a109210fb69eb459

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:e34f4c29756771fdbf76a19cafa72689c3ef7990f1dd3ee0182e39ba119282db

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:63c0bc52a5c521fe84f69c4f7e63e9694edcd23b70cc8b24936f6e22fe45630c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2200f0233dcf146b1cb15430b6594e8947c7dff7bcff599a6cdf004f73ac14bd

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:cf4e577741186e008666683b21521ae7c50af4658874f04406a5e84242ad48d4

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:3aaf9040075559ea02d6f14a54fa3091d88972330e2a207383a7c8334811eb38

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:ecd9b8acbd5f19607a6e3728eac876aa1163c8cb2d7cfca07eff2edb18f5783a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:361ef481c9ab8073d319e6fc74431c30b85cf0c2d8757baf40d1b33c8a01b936

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:87347db280d5483945b7eb7402e406193267c722bd90c5c4ac18c0d896d65629

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:2ad08b6c74189e5b4ca182884a6bdbdc6f5d9406fb14734431f38a8e101d20db

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:3a56d6ae64002d7c7c2da384bfa5fc2cb5ab9f9fa22ff82f5420cc6f083d215d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b1bea167e97175054915799337ad325326311dc0d6d6cd20f228b676763df03f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:1819d18c1d6ba3d2fa4e68c05ddac6d7cbcf4621f33fd557e7e3ec70f32687f7

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:24ebdd3cddacf4342054db11db45e637d5771050b731dc329a42e15db255f473

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:ff0977414ef255d9da10846c8a483b3f02b0ddbfb3432660cacf8c5fe28f7d32

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:9e09853ee7c5145ab280e4511ddefe688e6958598778a0c19e99f29f9cc94803

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:80d42b95e27d220b1a43b7cff026630ef9e0a5000bedb060e8628f105260ad2c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:dc9ef74fe2d3ace85e8f8695ac06a0e8d895f679701963f8b67e2bef1c92e241

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:14870e310abbf4100d1afddab129cd725d2115a4d20976728fb8b0801a44dcf9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:a88a0cc802473c625ca54786288b84c3d1ec0d536dff5b54005f2c5830290478

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:15aa5de916dc0d194b7672f896705bdf9a542baa063f44e466c2bc9c0d1b553f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b432c9671a7fc496bd6c6199e7c53fa668e408d3c92abdd047e5efb299bdb389

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:893d4477f492ec8535777cb18ecfa40a26df3b667bc5a25b25f60f7eb75399c3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b192f2c706c03054d74ff4782020f2be673f97df3189cd3a962d56152c8a220a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:5fd91b08c93889577a7686998393e44c8c1dd34b9d87b97fcb7fd7217a7a59ae

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:b5115fd6e06b6147dba2316b81481cf0290f853629b3d1a711cd5b8a60673eca

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:17b129fd568a6205d48ab4e51d6ed70d767d0d21678fd899950780c1a9909dba

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T22:43:13.251812Z digest=sha256:c8959716b9cbaf8f334963592944fc94aa0d1e0ba189f318c46459d00d8062b6

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=sha256:251996eddd9768d6c99233ba7b69139a568aaa92d3c7ef841d6916f42ade859f