Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 56 inbound Pith citation observations for arXiv:2401.08500.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T20:57:50.848727Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
18
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 6d6a8731-0396-4cd7-ba28-3fe4315fdfda · inbound
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 297
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 643e5853-c082-4b79-a67f-763c608d45e3 · inbound
A Survey on Large Language Models for Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 229
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a5231f31-4e18-4261-a99a-2bfe383ed684 · inbound
Large Language Model-Based Agents for Software Engineering: A Survey Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 26a5342b-beb7-4ac6-9dbf-20de0cf4b788 · inbound
Programming with AI: Evaluating ChatGPT, Gemini, AlphaCode, and GitHub Copilot for Programmers Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c67fb62-87a1-46be-879b-2fc57af3e811 · inbound
MageBench: Bridging Large Multimodal Models to Agents Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cc3fe29-3034-44fb-a207-3309c763e574 · inbound
AiEDA: Agentic AI Design Framework for Digital ASIC System Design Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85005120-c9f2-408c-8b3c-32ebfc237d6a · inbound
Language Models for Code Optimization: Survey, Challenges and Future Directions Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 110
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0c70c12-349c-4982-a0a6-cc44832bed50 · inbound
Revisit Self-Debugging with Self-Generated Tests for Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4fe4e87-871a-4881-949f-f3054d81260a · inbound
Revisit Self-Debugging with Self-Generated Tests for Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 754ce3ce-09db-494d-b4a6-fa0e70ca17c7 · inbound
From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c95fb91-76e4-4e3e-96c4-34cc4f201cf9 · inbound
Querying Databases with Function Calling Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57c2031e-7f91-4477-a4ae-b9e06ada4e0f · inbound
COFFE: A Code Efficiency Benchmark for Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 730793c5-2d09-4834-bd38-8a53edb308ad · inbound
ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c223f13-19a0-44f2-86f8-d035e127db0a · inbound
Self-Supervised Prompt Optimization Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca309695-8f37-4f14-9e4c-508e55086672 · inbound
Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9c4675d9-438d-43eb-8266-40fefddbe995 · inbound
Position: Agentic Systems Constitute a Key Component of Next-Generation Intelligent Image Processing Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbfe397e-26f6-446b-8f48-7af0e1dc86fe · inbound
BioDSA-1K: Benchmarking Data Science Agents for Biomedical Research Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6a375d33-ac82-4a8f-a4a9-cd4d839d2754 · inbound
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be09bc7c-da19-40a0-b342-45f1f4de047e · inbound
A Reasoning-Based Approach to Cryptic Crossword Clue Solving Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0441e11-3d83-42d4-ae56-577172fe9880 · inbound
MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90d533eb-7280-4fce-b3c0-2a1c8656c320 · inbound
Evaluating and Improving Large Language Models for Competitive Program Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ec7bd6f-7b16-49e6-be9b-08466e82c288 · inbound
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a13c4c47-ebc3-4709-9d2b-55989cf8518c · inbound
Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2 Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71a80bbc-197e-42f0-99e1-42e3bfac0212 · inbound
Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2 Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7b76f2f2-f05d-45c7-ad39-14c049ce237f · inbound
Compiled AI: Deterministic Code Generation for LLM-Based Workflow Automation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d7add65a-a919-476d-aab4-e28dc92e0b08 · inbound
An Iterative Test-and-Repair Framework for Competitive Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 204bf42a-cbc3-478c-871b-a08d8424224f · inbound
An Iterative Test-and-Repair Framework for Competitive Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350f682a-1c26-4396-9efe-cd235b8f1d25 · inbound
Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 66f6fe45-7cc1-43b2-8171-f2d767eba9f9 · inbound
You Don't Need Public Tests to Generate Correct Code Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f67fc7d8-a52a-45d8-a215-844745494846 · inbound
Social Bias in LLM-Generated Code: Benchmark and Mitigation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 158
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f5e6464e-c30d-4397-9844-54f23e110099 · inbound
AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a3d03fdf-4a79-47ad-bac0-8d0e1944522d · inbound
RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf2b52d0-b793-420a-877f-6f4dde0088ae · inbound
RubricRefine: Improving Tool-Use Agent Reliability with Training-Free Pre-Execution Refinement Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9725ad63-b74c-4b64-95eb-421b31a6bb2e · inbound
ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1a7df2b8-0010-4247-9931-29368bf965e0 · inbound
ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b6e9df50-76dd-417a-8ae7-4dc34c6360d8 · inbound
Solvita: Enhancing Large Language Models for Competitive Programming via Agentic Evolution Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 405c81f9-66e8-4723-a513-4d8cd61fef70 · inbound
Rule2DRC: Benchmarking LLM Agents for DRC Script Synthesis with Execution-Guided Test Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8932336c-dd8d-4625-bd3d-dd2c7f950c83 · inbound
Code Generation by Differential Test Time Scaling Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 92
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c3542cbe-016e-4fa3-87ac-22c3a750edee · inbound
CP-Agent: A Calibrated Risk-Controlled Agent for Feedback-Driven Competitive Programming Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 021f922e-c4f4-4946-889c-dfd4b4bd6ced · inbound
STAB: Specification-driven Testing for Algorithmic Bottlenecks Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dc557594-c42d-409a-a0eb-0171aad57ec5 · inbound
Automating Formal Verification with Reinforcement Learning and Recursive Inference Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 117
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation abf3f34f-8be8-432c-ba15-157948c23073 · inbound
SpecDB: LLM-Generated Customized Databases via Feature-Oriented Decomposition Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation d26263a7-3fbc-4e40-b669-7971d5332cfb · inbound
How Generation Architecture Shapes Code Complexity in Multi-Agent LLM Systems: A Paired Study on HumanEval Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0763b223-fe46-479a-b77f-5cfb51137a32 · inbound
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c2e5c238-cd2e-4dbb-b336-be3b860d3611 · inbound
CodeTeam: An LLM-Powered Multi-Agent Framework for Repository-Level Code Generation Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation be035819-e775-4c8b-a9c2-16d13a4d7077 · inbound
MechMath Agent Team: LLM Driven Agents for Mathematical Research Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39bdf698-78a8-45f5-92dd-09f535ae007d · inbound
Is Three the Magic Number? An Empirical Evaluation of LLM-Based Repair Loops Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b10baaa-6987-44a3-8794-10622ec23b9a · inbound
Specification Grounding Drives Test Effectiveness for LLM Code Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cc7f2098-a735-4c47-aeb1-d47aa7771757 · inbound
When Does In-Context Search Help? A Sampling-Complexity Theory of Reflection-Driven Reasoning Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 82fc9b98-2938-4715-bf69-476af1ecc395 · inbound
Tool-Making and Self-Evolving LLM Agents in Low-Latency Systems Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4e5a6eae-33b7-411a-a09d-ea404299eea1 · inbound
The Ramanujan Challenge For AI Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a817257b-7402-4d9f-86a1-07a713e26c09 · inbound
Where Does Agent Reliability Come From? A Cross-Benchmark Decomposition of Verification Loops, Specialist Models, and Scaffolding in a Production Enterprise Agent Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ab066ef-5038-4808-8a4a-6c32627f90ac · inbound
What makes prompts a graph: necessary and sufficient conditions for prompt graph engineering Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8fc6614-e32f-4428-85f0-adade20ddb62 · inbound
SCOPE: Synthetic Conditional Objectives for Policy Evolution in Black-Box Combinatorial Optimization Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ade042f-367b-48e9-aa4e-dc0b830781d8 · inbound
Is Inter-Seed Cross-Play Enough? Evaluating the Robustness of Zero-Shot Coordination Algorithms to Implementation Details Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 140
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff55569f-5f29-424b-bb77-1601229f21af · inbound
Entropy-based Code Adversarial Translation for Real-world Repository Migration Code Generation with AlphaCodium: From Prompt Engineering to Flow Engineering
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.