Paper Citation Record · LEDGER

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold

As of 7 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 1 inbound Pith citation observation for arXiv:2507.15559.

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

pith.paper-citation-record.v1
2507.15559 v1

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:33:15.512370Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T11:31:04.721466Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

63 of 63 outbound references displayed

verified exact2
verified fuzzy19
unresolved40
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ccc27250-ca66-4962-9eac-b1a05cc34f63 · outbound

This paper cites Purpose-Built GUI and SDK for AI Development.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Purpose-Built GUI and SDK for AI Development

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.779740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c93e4e2c-a1d4-46bc-a108-5f935cbdc383 · outbound

This paper cites https://docs.crewai.com/introduction.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold https://docs.crewai.com/introduction

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.771453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 66e2a105-1128-4306-970c-53070f28c540 · outbound

This paper cites The Open-Source Visual AI Programming Environment.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold The Open-Source Visual AI Programming Environment

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.763443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0af6aa57-28f7-4bb6-8032-511c6ac1a5ce · outbound

This paper cites Multi-Agent Orchestrator framework.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Multi-Agent Orchestrator framework

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.755442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aa6adba8-5a20-4ce8-bc25-5bb7315ca698 · outbound

This paper cites Building Effective Agents.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Building Effective Agents

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.746640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4f331bf4-7927-452c-88a4-9f1e94d527e1 · outbound

This paper cites Bostock, V.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Bostock, V

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:13.687237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4d6e086-edea-4245-9969-9342e614355a · outbound

This paper cites Buxton.Sketching user experiences: getting the design right and the right design.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Buxton.Sketching user experiences: getting the design right and the right design

Reference 8

Resolution: malformed identifier; no resolver link, observed 2026-08-06T15:33:13.927431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a84a2480-00e3-42a6-b781-ad10ae268df2 · outbound

This paper cites Cemri, M.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Cemri, M

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.733637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d3d731eb-a8ac-4de3-bf8a-cff38b047db6 · outbound

This paper cites ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:14.379484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1bff411-af6b-4ec6-acda-a5de177e727c · outbound

This paper cites Dibia, J.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Dibia, J

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.726152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ea7ecb47-c688-401f-adb7-d4cc56ae5c0a · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 12

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T15:33:16.516885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 90c2c82d-e0db-43fd-a786-4a9be41d7232 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.718710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 93c370e3-da6d-45c4-b338-ef1f7d3fc8c7 · outbound

This paper cites Epperson, G.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Epperson, G

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.711255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 073aaa95-3488-4e61-8cf0-bd0d026632bb · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.031933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d56d782d-313b-43b1-8e09-934df1c1d8f2 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.703594Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 279aaaee-9877-4bfc-8e05-be6e32b10ee7 · outbound

This paper cites Towards an AI co-scientist.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Towards an AI co-scientist

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.237268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c54ae8-f740-4b77-bbf7-26c86967cd35 · outbound

This paper cites Grunde-McLaughlin, M.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Grunde-McLaughlin, M

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.329858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7bff6e1-8225-4a12-9caf-e66e3930446c · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.395470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2215ec50-4928-40e8-80e7-9d36c35eec60 · outbound

This paper cites Heidegger.The Question Concerning Technology, and Other Essays.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Heidegger.The Question Concerning Technology, and Other Essays

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.693355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3052b154-4154-4bb1-bb43-0703d43a1399 · outbound

This paper cites MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.401463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e0d6f0b-2adf-4603-b727-2bce2089ff6e · outbound

This paper cites Automated Design of Agentic Systems.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Automated Design of Agentic Systems

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.404835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4965e14-6101-4bf5-8b6b-51f9f9a09cc4 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.407994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 565904ca-e9e5-42ac-a52d-ae762a8b6b97 · outbound

This paper cites LangGraph.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold LangGraph

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.685327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f004c135-966f-4aaa-b922-e89a0e92a297 · outbound

This paper cites LangGraph Studio: The first agent IDE.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold LangGraph Studio: The first agent IDE

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.677769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3e440ab8-7f6d-45d5-9f95-e9f93fb514e8 · outbound

This paper cites Multi-agent Systems.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Multi-agent Systems

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.668874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4598616b-b023-46bd-a2a3-b54773629034 · outbound

This paper cites Multi-agent Workflows.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Multi-agent Workflows

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.661052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7ad2c71c-b620-40b3-918a-a39fed115a6c · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.421042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13cde032-93b6-441d-8d58-54629596ea25 · outbound

This paper cites Liang, Z.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Liang, Z

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.423595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e363e550-a556-4f50-aeab-cf874e5bf749 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.425970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b38bb52b-9e84-454a-861b-88d575222668 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-06T15:33:15.743477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8acbf3f2-0c7f-4275-bfed-f93f6e031b6d · outbound

This paper cites Conversation Patterns.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Conversation Patterns

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.653370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e94a26b2-dc29-4fa7-8917-cba700ab3408 · outbound

This paper cites Multi-Agent Design Patteamrns.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Multi-Agent Design Patteamrns

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.645544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6aa9cf08-8755-4efb-95ae-c82b8ef30ed0 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.638209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7b5f75c-fdfe-4a34-911a-bab7524a9016 · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold WebGPT: Browser-assisted question-answering with human feedback

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.438135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab849c21-ddab-4bca-9632-885342560b32 · outbound

This paper cites Flow: Modularized Agentic Workflow Automation.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Flow: Modularized Agentic Workflow Automation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.440728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f53c40b-046f-4de2-a20f-e697beaf8b01 · outbound

This paper cites GPT-4o System Card.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold GPT-4o System Card

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.443429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dca2b9c7-3763-487f-b20c-4f905da107f2 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.630662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 12b85e6d-46e2-4f33-bf2c-1e54edd635d9 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-06T15:33:15.641048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 350f0473-f204-446c-803f-0c9587a21808 · outbound

This paper cites Prasad, A.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Prasad, A

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.622581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0cb64dfa-b496-4408-aab0-c9049a4a9848 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.456418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4d261b4-5131-436a-abbe-b6ce1717cc28 · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.459013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3eef569-5e3e-42ed-af74-5bb6edb63c53 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.462000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2e37256-180b-419d-bace-a3726ce8affe · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.464393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7a3183f-2cdd-448a-a3da-3e8f20164e7e · outbound

This paper cites Movies dataset.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Movies dataset

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.614066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4c81b950-9de3-447f-9ece-eaa64e3ca2b1 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.605653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c46c57d8-5ea2-4ebf-8163-f25b45e0547c · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.471391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41e0eac3-f7e5-4183-b44e-07f4340a5c62 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.476646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f62cd4d5-fae4-4377-a4ae-3077eee494ce · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.478933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c12f857-d9bc-4036-89e6-799c9e859f8d · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:33:16.597530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 127e25e6-77eb-44f9-a1af-93220bd540c0 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.483603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e889cadc-7e08-485b-abf2-3e18c8010ba3 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.486269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ee3b81-4cc1-4ce6-b3e7-3c2f8103fbdc · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.488769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8863062-ae16-4e62-bb35-29901c30a8bf · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.491083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c23e242d-ddee-46bc-bfe5-545259d7dbae · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.493954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b55563-9233-4a92-9ac3-67c7a3d1af34 · outbound

This paper cites Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.496146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a926fa-48f8-440f-afc9-15d4ee0d7dab · outbound

This paper cites Zhang and I.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Zhang and I

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.499132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1125ee26-8873-4bb4-be85-b8583120874b · outbound

This paper cites AFlow: Automating Agentic Workflow Generation.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold AFlow: Automating Agentic Workflow Generation

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.501372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f28e62d1-ad6d-4591-ac8b-779ce44c2698 · outbound

This paper cites Zhang, J.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Zhang, J

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.589424Z

Source-reported events for the cited work

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Observation c4d67b64-665d-4350-92ef-295844fb5b06 · outbound

This paper cites Zheng, W.-L.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Zheng, W.-L

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:33:16.580195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 287e1bdf-3970-4f52-84db-3317a28e3a25 · outbound

This paper cites an unresolved cited work.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.508962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f08018dd-6289-4548-8dd7-53dc43b29f82 · outbound

This paper cites Zhuge, W.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Zhuge, W

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:15.512370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f231139a-4a82-4958-b1a6-bd1d6b5bb24a · outbound

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FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Unresolved cited work

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:13.702841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8afbcae-ec67-4b03-a0ef-2631e4b9e256 · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold Why Do Multi-Agent LLM Systems Fail?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T15:33:14.226186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 8e5704c5-2e01-4391-943a-605bf6f1dc49 · inbound

Understanding User Experiences of Computer Use Agents: Design Space and Opportunities for Building Agent UX Prototypes cites this paper.

Understanding User Experiences of Computer Use Agents: Design Space and Opportunities for Building Agent UX Prototypes FlowForge: Guiding the Creation of Multi-agent Workflows with Design Space Visualization as a Thinking Scaffold

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T11:31:04.721466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.