byline-noah-bennett

ai-agents-2-2

Agents SDK | OpenAI API

Reference for orchestrating multi-step, tool-using agent systems with explicit application control.

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Noah Bennett

9 Jun 2026 · 1 min read

ai-agents-2-2

ProgramBench: Can Language Models Rebuild Programs From Scratch?

Turning ideas into full software projects from scratch has become a popular use case for language models. Agents are being deployed to seed, maintain, and grow codebases over extended periods with minimal human oversight...

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Noah Bennett

5 May 2026 · 1 min read

ai-agents-2-2

Live-SWE-agent: Can Software Engineering Agents Self-Evolve on the Fly?

Large Language Models (LLMs) are reshaping almost all industries, including software engineering. In recent years, a number of LLM agents have been proposed to solve real-world software problems. Such software agents are...

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Noah Bennett

17 Nov 2025 · 1 min read

ai-agents-2-2

SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling

Large language models (LLMs) have advanced rapidly from conversational problem solving to addressing real-world tasks involving tool use, such as software engineering (SWE). Recent LLM-powered toolkits, such as OpenAI Co...

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Noah Bennett

9 Jun 2025 · 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.

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Noah Bennett

17 May 2023 · 1 min read