On July 11, 2025, LF AI & Data Day Singapore gathered developers, researchers, and open source contributors at TikTok’s One Raffles Quay office to explore how intelligent agents are reshaping software engineering.
The program featured:
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SWE-Perf – a new benchmark from TikTok to measure LLM-driven code performance optimization.
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Production-ready agent infrastructure – talks on observability, authentication, LLM lifecycle management, unified metadata layers, cost-effective reinforcement learning, and the evolving open source LLM landscape.
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Web3 data sovereignty – insights on SOLID’s user-owned “pods” and edge-first platforms like LingoAI enabling private, multilingual processing.
The event boosted visibility for projects including Apache Gravitino, RustCoder, and LingoAI, and sparked collaboration across research, infrastructure, ethics, and community building.
Read the full event recap with detailed talk summaries, project links, and resources here: Full Blog Post.
