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Vision for Agentic Code Review

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Rethinking Code Review in the Age of AI: A Vision for Agentic Code Review

arXiv:2605.17548v2 Announce Type: replace Abstract: Code review has evolved for decades, from informal peer checking to today's pull request (PR) workflows, yet it remains a largely manual and cognitively demanding process. The rise of Artificial Intelligence (AI) coding assistants has intensified this challenge: while these tools increase code production velocity, they also expand the volume of code requiring review, turning code review into a growing bottleneck. Current AI support in code...

arXiv CS 2d ago

Trustworthy AI Software Engineers

arXiv:2602.06310v2 Announce Type: replace Abstract: With the rapid rise of AI coding agents, the fundamental premise of what it means to be a software engineer is in question. In this vision paper, we examine what it means for an AI agent to be considered a software engineer and then critically think about what makes such an agent trustworthy. Grounded in established definitions of SE (SE) and informed by recent research on agentic AI systems, we conceptualise AI software engineers as...

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Claude Mythos 5 / Fable 5

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$5 billion-plus company GitLab cuts hundreds of jobs, exits 22 countries; CEO blames it on AI

GitLab is laying off around 350 employees, roughly 14% of its workforce, and pulling out of 22 countries—a restructuring CEO Bill Staples is pinning on what he calls the "agentic era" of software development. The DevSecOps company announced the cuts on Tuesday alongside a first quarter that beat Wall Street, with revenue up 23% to $264.2 million and adjusted earnings two cents above estimates. Shares climbed 7% after hours to $34.05, pushing market cap past $5 billion.

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Great Question (YC W21) Is Hiring Applied AI Interns

User research on autopilot. Great Question is the all-in-one AI customer research platform for understanding your customers. Our platform enables teams to recruit participants, run research, and share insights – all in one place.

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Agentic AI-Enhanced Semantic Communications: Foundations, Architecture, and Applications

Announce Type: replace Abstract: Semantic communications (SemCom), as one of the key technologies for 6G, is shifting networks from bit transmission to semantic information exchange. On this basis, introducing agentic artificial intelligence (AI) with perception, memory, reasoning, and action capabilities provides a practicable path to intelligent communications. This paper provides a systematic exposition of how agentic AI empowers SemCom from the perspectives of research foundations,...

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Ask HN: What are tools you have made for yourself since the advent of AI?

I've made a number of ceramic molds for slumping fused glass into bowls. As well as wooden templates for ceramic mugs. I've devised a few carrying tools to move glass frit paintings from my studio down to my barn where the kilns sit without spilling the glass.

Hacker News 2d ago

Claude Fable 5

Claude Fable 5 and Claude Mythos 5 Today we’re launching Claude Fable 5: a Mythos-class1 model that we’ve made safe for general use. Fable 5’s capabilities exceed those of any model we’ve ever made generally available.

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Sakana AI's Recursive Self-Improvement (RSI) Lab

The Next Paradigm of Artificial Intelligence As the world enters the era of artificial intelligence, Japan has a unique opportunity to reclaim its position at the frontier of global innovation. However, to achieve global leadership in AI and scientific discovery, we cannot simply stick to the conventional approach of brute-forcing monolithic models. We must leapfrog the current paradigm.

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Hostinger Promo Code: 79% Off for June 2026

As I expand my writing career, it’s becoming increasingly apparent that I need to make a business website to showcase my talent and present my past projects. The problem is, although I love testing gadgets for WIRED, I’m definitely not a coder. Figuring out where to begin when building a website is daunting.

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