Notes by Lex Toumbourou

Articles tagged with AgenticReasoning

• Evaluating AGENTS.md: Are Repository-Level Context Files Helpful for Coding Agents?

  Feb 26, 2026 reference/papers    AgenticReasoning  SoftwareEngineering  AIAgents

  

  Self-generated agent context files don't help.

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• SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

  Feb 21, 2026 reference/papers    AgenticReasoning  SoftwareEngineering

  

  Self-generated skills don't help.

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• Spec-First LLM Development

  Jan 19, 2026 permanent    SoftwareEngineering  AgenticReasoning

  

  in which the LLM maintains a spec file alongside the project

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• Vibe-Coding Mathematical Discoveries

  May 18, 2025 reference/papers    AgenticReasoning  LargeLanguageModels  EvolutionaryAlgorithms

  

  Using evolutionary algorithms with LLM-coding agents

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• Thinking LLMs: General Instruction Following with Thought Generation (Oct 2024)

  Oct 16, 2024 reference/papers    AgenticReasoning  System2Prompting

  

  a prompting and fine-tuning method that enables LLMs to engage in a "thinking" process before generating responses

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• Evaluation of OpenAI o1: Opportunities and Challenges of AGI

  Oct 14, 2024 reference/papers    AgenticReasoning  LargeLanguageModels

  

  a comprehensive evaluation of o1-preview across many tasks and domains.

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• Agentic Reasoning

  Aug 25, 2024 permanent    LargeLanguageModels  AgenticReasoning

  

  an approach to utilising LLMs that involve multi-state interactions.

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