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Fixfest: A Global Gathering for Repairers, Tinkerers, and Activists

Fixfest is an international event bringing together individuals passionate about repair, tinkering, and activism. This global gathering serves as a platform for these communities to connect, share knowledge, and collaborate on initiatives promoting the right to repair and sustainable practices. The event fosters a collaborative environment for participants to discuss challenges, showcase innovative solutions, and strategize for a future where repair is more accessible and commonplace.

Hacker News

Fixfest is a globally recognized event that unites repairers, tinkerers, and activists from various backgrounds. The gathering provides a unique opportunity for these communities to converge, exchange ideas, and strengthen the global repair movement. Participants at Fixfest engage in discussions, workshops, and collaborative projects aimed at advancing the right to repair, reducing electronic waste, and promoting a more sustainable consumption model. The event highlights the importance of practical skills, community-led initiatives, and advocacy in fostering a culture of repair and reuse worldwide. It serves as a crucial platform for networking, learning, and collective action among those dedicated to extending the lifespan of products and challenging planned obsolescence.

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Meituan LongCat Unveils General 365: A Rigorous New Standard for AI Reasoning Evaluation
Industry News

Meituan LongCat Unveils General 365: A Rigorous New Standard for AI Reasoning Evaluation

Meituan's LongCat team has officially released General 365, a new benchmark designed to evaluate the reasoning capabilities of artificial intelligence models. The initial testing phase involved 26 mainstream models, revealing a significant performance gap in the industry. According to the results, the top-performing model, Gemini 3 Pro, achieved an accuracy rate of only 62.8%. More strikingly, the vast majority of the models tested failed to reach the 60% accuracy threshold, which is considered a basic passing mark. This release by Meituan aims to provide a more challenging and accurate metric for assessing how well modern AI can handle complex reasoning tasks, highlighting that even the most advanced systems currently struggle with the demands of the General 365 evaluation.

Managing AI Coding with Agent Evaluation Logic: Insights from a 310,000-Line Code Refactoring Practice
Industry News

Managing AI Coding with Agent Evaluation Logic: Insights from a 310,000-Line Code Refactoring Practice

As AI-generated code begins to comprise over 90% of modern systems, the technical challenge shifts from speed to governance. Meituan's technical team has shared a comprehensive framework for managing AI coding based on their experience refactoring 310,000 lines of code. The core of their approach involves using an 'Agent evaluation' mindset to prevent AI from amplifying system chaos. By implementing technical debt sorting, rule construction, standardized operating procedures (SOPs), and a Pre-PR mechanism, the team successfully transitioned large-scale refactoring from a high-cost, specialized project into a sustainable, daily iterative process. This shift emphasizes that the ultimate trajectory of a system is determined by the constraints placed on AI rather than the speed of code generation.

LongCat Powers OpenClaw with Efficiency Engine: Boosting Automation Performance by 30% via Official API
Industry News

LongCat Powers OpenClaw with Efficiency Engine: Boosting Automation Performance by 30% via Official API

The LongCat team has officially introduced a stable and compliant free API for OpenClaw, aimed at significantly enhancing the efficiency of automated tasks. By providing a direct official channel, LongCat addresses the inherent risks associated with third-party subscriptions, such as account security vulnerabilities and service instability. This new efficiency engine allows developers to optimize their automation workflows, potentially increasing speed by 30%. The initiative by the Meituan Technical Team emphasizes the importance of using official, secure pathways to maintain the integrity of developer tools and ensure consistent service performance in complex automation environments.