Overview on Beyondswe New Benchmark For Llm Code Agents
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DeepSWE: The Coding Benchmark That Tests Long-Horizon Agents
LoopArena: Benchmarking LLM Agent Controllers
LLM & AI Agent Benchmarks vs Reality: Why AI Applications Break
HUGE OpenAI DevDay LEAK! “o” AI Agent, Sonnet 5.5 BEATS GPT-6, MiniMax M3.1 OUT & More! AI NEWS
Can AI Coding Agents Actually Build Maintainable Software
LHTB: New Benchmark for Long-Horizon LLM Agents
Evaluate agents on SWE-Bench
Practical AI Coding Agent Evaluation with SWE-bench, TeamCity, and Juni | Ernst Haagsman
Every Model to Lead SWE-bench Verified | The AI Coding Race
Benchmarking and Scaling Web Agents with LLMs and VLMs
Real-SWE: Coding Agents Top Out at 38.8% on Private Code
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Last Updated: September 28, 2026
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Summary
In this AI Research Roundup episode, Alex discusses the paper: ' Welcome to an eye-opening exploration of the revolutionary Yanis He (SWE-Bench Pro) Lightning Talk at the Coding SWE-Bench is one of the most popular (and difficult) In this talk, Ernst Haagsman, Product Leader at JetBrains, shares his expertise on scaling developer tools from his early days on ... Which AI model has dominated real-world software engineering? This visualization tracks every model that reached the top ... Speaker: Alexandre Lacoste, Sr. Staff Research Scientist at ServiceNow Lacoste talks about his team's process for Real-SWE tests frontier AI coding
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