Google Summer of Code 2025 results
🦀Rust Scientific
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PicoCode - AI self-hosted Local Codebase Assistant (RAG) - Daniele Mte90 Scasciafratte
🤖AI
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Code Intel: Multi-agent LLM and AST analysis for Python codebases (Python only)
⚡DataFusion
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Amazon introduces two benchmark datasets for evaluating AI agents’ ability on code migration
aws.amazon.com·3d
⚡DataFusion
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Rust/Tokio vs. Go for a server side app that requires high performance/low latency.
🔄Concurrency
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From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models
arxiv.org·6d
⚙️Query Compilers
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How Code Reviews Function as Communication Networks in Modern Software Teams
hackernoon.com·3d
🌳Git
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GuardScan: Building a Privacy-First SAST Tool with Multi-Language AST Parsing
⚡DataFusion
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Optimizing Ruby performance: Observations from thousands of real-world services
📈Performance Profiling
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Rust vs Go: Which Backend Language Should You Bet on for the Next Five Years?
⚡DataFusion
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The Fate of Data Model Dependency
📊Data Lineage
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