byline-aria-patel

ai-agents-2-2

How to Build an Agent

Production-oriented sequence from prototype to evals, safety checks, and operational feedback loops.

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Aria Patel

9 Jun 2026 · 1 min read

ai-agents-2-2

WebGameBench: Requirement-to-Application Evaluation for Coding Agents via Browser-Native Games

Coding agents are increasingly used as application builders, yet many evaluations still focus on source code, repository-level tests, or intermediate traces rather than the delivered application. We introduce WebGameBenc...

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Aria Patel

17 May 2026 · 1 min read

ai-agents-2-2

BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization

Large language models (LLMs) have shown strong reasoning and coding capabilities, yet they struggle to generalize to real-world software engineering (SWE) problems that are long-horizon and out of distribution. Existing...

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Aria Patel

29 Dec 2025 · 1 min read

ai-agents-2-2

PerfBench: Can Agents Resolve Real-World Performance Bugs?

Performance bugs are inefficiencies in software that waste computational resources without causing functional failures, making them particularly challenging to detect and fix. While recent advances in Software Engineerin...

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Aria Patel

28 Sep 2025 · 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...

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Aria Patel

9 Sep 2024 · 1 min read