Paper Citation Record · LEDGER

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services

As of 17 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2509.07595.

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

pith.paper-citation-record.v1
2509.07595 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:00:55.148186Z

measured 41 of 41 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact5
verified fuzzy17
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 012976b1-aabc-414a-b11a-984dbb12fabc · outbound

This paper cites Mi- crosoft copilot and anthropic claude ai in education and library service.Library Hi Tech News, 2024.doi:10.1108/LHTN-01-2024-0002.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Mi- crosoft copilot and anthropic claude ai in education and library service.Library Hi Tech News, 2024.doi:10.1108/LHTN-01-2024-0002

Reference 1

Resolution: verified exact; doi, observed 2026-08-04T22:00:55.358308Z

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.

Observation 49d5fbc1-87f2-4824-905f-9b871d4eae7c · outbound

This paper cites Accessed: 2025-07-22.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Accessed: 2025-07-22

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.698373Z

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.

Observation 36b51635-4215-4da8-9084-586ef2d508a0 · outbound

This paper cites Agentops: Observability platform for ai agents.https://www.agentops.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Agentops: Observability platform for ai agents.https://www.agentops

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.687068Z

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.

Observation 785cdad4-6e39-462f-b275-dfc180a38855 · outbound

This paper cites Aws lambda pricing.https://aws.amazon.com/lambda/ pricing/, 2025.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Aws lambda pricing.https://aws.amazon.com/lambda/ pricing/, 2025

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.675822Z

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.

Observation d06a381c-f509-4b7f-98f4-1b7899d260d8 · outbound

This paper cites MCP Github, 2025.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services MCP Github, 2025

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.663520Z

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.

Observation aaa89155-e099-4f4f-875d-3eaea529496c · outbound

This paper cites MCP Lambda Handler.https://github.com/awslabs/mcp/tree/ main/src/mcp-lambda-handler, 2025.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services MCP Lambda Handler.https://github.com/awslabs/mcp/tree/ main/src/mcp-lambda-handler, 2025

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.652231Z

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.

Observation bbbe60a7-40d9-4a1f-9590-c4f86f7f1a66 · outbound

This paper cites A Survey on Prompting Techniques in LLMs.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services A Survey on Prompting Techniques in LLMs

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:00:55.346262Z

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.

Observation ae2ea1d6-656d-4452-973c-9733764a8600 · outbound

This paper cites A survey on rag meeting llms: Towards retrieval-augmented large lan- guage models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services A survey on rag meeting llms: Towards retrieval-augmented large lan- guage models

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.640630Z

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.

Observation 1a9c8379-01eb-4067-9344-b09d0ff9484f · outbound

This paper cites Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:52.172149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0051d5a-9093-4df1-84fa-aad3da4b6fb1 · outbound

This paper cites PAL: Program-aided Language Models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services PAL: Program-aided Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:52.269099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 103c87ff-1751-41a4-ac58-72bf00cdad60 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Trans- actions on Information Systems, 43(2):1–55, 2025.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Trans- actions on Information Systems, 43(2):1–55, 2025

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.628557Z

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.

Observation f64c37b2-f0c9-498b-b0ee-071a13257b45 · outbound

This paper cites Next-generation agentic ai for transforming healthcare.Informatics and Health, 2025.doi:10.1016/j.infoh.2025.03.001.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Next-generation agentic ai for transforming healthcare.Informatics and Health, 2025.doi:10.1016/j.infoh.2025.03.001

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:52.493701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88da4a3e-e04f-4b97-bcb7-dac9ff74bbf9 · outbound

This paper cites Xfaas: Cross- platform orchestration of faas workflows on hybrid clouds.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Xfaas: Cross- platform orchestration of faas workflows on hybrid clouds

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:52.535697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c1fafd1-2d47-45ae-8323-996e62d21329 · outbound

This paper cites Langgraph: Agent orchestration framework.https://langchain-ai.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Langgraph: Agent orchestration framework.https://langchain-ai

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.616591Z

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.

Observation f1570fc4-4fe9-48bf-975c-9f2f446e0d1a · outbound

This paper cites Camel: communicative agents for "mind" exploration of large language model society.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Camel: communicative agents for "mind" exploration of large language model society

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.604692Z

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.

Observation 61c2fd40-aeac-421c-8f1d-dd9220389303 · outbound

This paper cites Llava-plus: Learning to use tools for creating multimodal agents.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Llava-plus: Learning to use tools for creating multimodal agents

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.593216Z

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.

Observation 558e0755-1a33-434b-ad96-02d21c1a4806 · outbound

This paper cites Self-Refine: Iterative Refinement with Self-Feedback.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Self-Refine: Iterative Refinement with Self-Feedback

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.030060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e9a296c-270a-46d0-b497-fe8ce0ee711c · outbound

This paper cites Autonomous Microscopy Experiments through Large Language Model Agents.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Autonomous Microscopy Experiments through Large Language Model Agents

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.127682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32cfb3d4-07ff-4697-9db6-5e553fe7d3a9 · outbound

This paper cites The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.236831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 718ad020-307e-46a9-909e-0191a2376aa1 · outbound

This paper cites Autogen: A framework for building ai agents and applications.https:// microsoft.github.io/autogen/stable/index.html, 2025.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Autogen: A framework for building ai agents and applications.https:// microsoft.github.io/autogen/stable/index.html, 2025

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.581075Z

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.

Observation b929edf3-1243-4a39-96ed-31721b943eef · outbound

This paper cites an unresolved cited work.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.457938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4761212a-a763-45a3-80f5-b6873c490cc1 · outbound

This paper cites Asurveyonmodelcontextprotocol: Architecture, state-of-the-art, chal- lenges and future directions.TechRxiv, 2025.doi:10.36227/techrxiv.174495492.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Asurveyonmodelcontextprotocol: Architecture, state-of-the-art, chal- lenges and future directions.TechRxiv, 2025.doi:10.36227/techrxiv.174495492

Reference 22

Resolution: verified exact; doi, observed 2026-08-04T22:00:55.270125Z

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.

Observation b00e1b21-5997-420f-93c1-c24d28c787da · outbound

This paper cites Chatgpt and open-ai models: A pre- liminary review.Future Internet, May 2023.doi:10.3390/fi15060192.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Chatgpt and open-ai models: A pre- liminary review.Future Internet, May 2023.doi:10.3390/fi15060192

Reference 23

Resolution: verified exact; doi, observed 2026-08-04T22:00:55.257998Z

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.

Observation 72aaa952-c5d1-4ae2-a1aa-37c94afd00dc · outbound

This paper cites Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.807580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8075babc-486c-4a56-91de-dc8a30de0280 · outbound

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

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:53.902899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be6deea8-2941-49d7-8382-8c01027e9b52 · outbound

This paper cites Agentic ai: A whitepaper, December 2024.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Agentic ai: A whitepaper, December 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.567677Z

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.

Observation e4d1ef47-c6f8-486a-9eef-0599df7380b2 · outbound

This paper cites What chatgpt and generative ai mean for science.Nature, 614, February 2023.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services What chatgpt and generative ai mean for science.Nature, 614, February 2023

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.553741Z

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.

Observation e349dc0c-b07b-482e-ba15-0593109f2e4a · outbound

This paper cites Building better ai agents: A provocation on the utilisation of persona in llm-based conversational agents.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Building better ai agents: A provocation on the utilisation of persona in llm-based conversational agents

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T22:00:55.424833Z

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.

Observation 75e24142-b881-4fe2-8d7b-a51a495e18fd · outbound

This paper cites Towards orchestrating agentic applications as faas workflows.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Towards orchestrating agentic applications as faas workflows

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:54.366818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39d57ef3-089f-47fe-a183-b80646386d91 · outbound

This paper cites Creating large language model applications utilizing langchain: A primer on developing llm apps fast.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Creating large language model applications utilizing langchain: A primer on developing llm apps fast

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:54.505079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76d6b3e9-038d-4e00-9238-10b0273a0a77 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services LLaMA: Open and Efficient Foundation Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:54.618744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a20c263-ef58-46d9-bcc5-13bc1737e065 · outbound

This paper cites Attention is all you need.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Attention is all you need

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.540491Z

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.

Observation 3c2874e5-a8fc-4b04-ba88-b00399a49473 · outbound

This paper cites Coco matrix: Taxonomy of cognitive contributions in co-writing with intelligent agents.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Coco matrix: Taxonomy of cognitive contributions in co-writing with intelligent agents

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-08-04T22:00:55.391368Z

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.

Observation 557681ad-70c6-45b1-83bb-94013d50c0ee · outbound

This paper cites A review on code generation with llms: Application and evaluation.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services A review on code generation with llms: Application and evaluation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:55.105079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28f1ba0b-cb53-4263-a9e3-02c8dacb60b2 · outbound

This paper cites Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:55.124682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4446c570-3fb7-4b51-80e9-c4110d5afe0c · outbound

This paper cites Prompt engineering in consistency and reliability with the evidence-based guideline for llms.NPJ digital medicine, 7(41), 2024.doi:0.1038/s41746-024-01029-4.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Prompt engineering in consistency and reliability with the evidence-based guideline for llms.NPJ digital medicine, 7(41), 2024.doi:0.1038/s41746-024-01029-4

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.528220Z

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.

Observation 19cf1eff-cfbc-4f3d-b59b-b25f8b7003d9 · outbound

This paper cites Chi, Quoc V.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Chi, Quoc V

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.515738Z

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.

Observation 6d849594-533c-4e0f-95b1-252f254aa4ec · outbound

This paper cites White, Doug Burger, and Chi Wang.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services White, Doug Burger, and Chi Wang

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T22:00:55.502534Z

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.

Observation dd1b79bf-6f97-437e-9484-71204811695c · outbound

This paper cites Large Multimodal Agents: A Survey.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Large Multimodal Agents: A Survey

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:55.140398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afbbf948-9e98-4c2c-b40a-f0aadb6e462b · outbound

This paper cites Alignment for Efficient Tool Calling of Large Language Models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services Alignment for Efficient Tool Calling of Large Language Models

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-04T22:00:55.196538Z

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.

Observation fde7b1f1-e9dd-4d30-adcf-e333ac2db6c5 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services React: Synergizing reasoning and acting in language models

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-04T22:00:55.148186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.