ai-agents-2-2 Building effective agents Excellent practical patterns for deciding when to use workflows vs autonomous agents, with implementation tradeoffs from production teams. Leo Parker 19 Dec 2024 · 1 min read
ai-agents-2-2 HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale Large Language Models (LLMs) have revolutionized software engineering (SE), showcasing remarkable proficiency in various coding tasks. Despite recent advancements that have enabled the creation of autonomous software age... Aria Patel 9 Sep 2024 · 1 min read
ai-agents-2-2 Agentless: Demystifying LLM-based Software Engineering Agents Recent advancements in large language models (LLMs) have significantly advanced the automation of software development tasks, including code synthesis, program repair, and test generation. More recently, researchers and... Zoe Walker 1 Jul 2024 · 1 min read
ai-agents-2-2 Ask-before-Plan: Proactive Language Agents for Real-World Planning The evolution of large language models (LLMs) has enhanced the planning capabilities of language agents in diverse real-world scenarios. Despite these advancements, the potential of LLM-powered agents to comprehend ambig... Ethan Shaw 18 Jun 2024 · 1 min read
ai-agents-2-2 AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework Foundational multi-agent orchestration framework paper with concrete conversation patterns. Maya Collins 16 Aug 2023 · 1 min read
ai-agents-2-2 Tree of Thoughts: Deliberate Problem Solving with Large Language Models Planning and search strategy that informs branching and verification-heavy agent workflows. Noah Bennett 17 May 2023 · 1 min read
ai-agents-2-2 Toolformer: Language Models Can Teach Themselves to Use Tools Seminal work on tool API invocation and self-supervised tool selection strategies. Liam Carter 9 Feb 2023 · 1 min read
ai-agents-2-2 ReAct: Synergizing Reasoning and Acting in Language Models Core thought-action-observation loop design used in many modern agents. Ava Brooks 7 Oct 2022 · 1 min read
