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Show HN: Sourcebot – Self-hosted Perplexity for your codebase

Published:Jul 30, 2025 14:44
1 min read
Hacker News

Analysis

Sourcebot is a self-hosted code understanding tool that allows users to ask complex questions about their codebase in natural language. It's positioned as an alternative to tools like Perplexity, specifically tailored for codebases. The article highlights the 'Ask Sourcebot' feature, which provides structured responses with inline citations. The examples provided showcase the tool's ability to answer specific questions about code functionality, usage of libraries, and memory layout. The focus is on providing developers with a more efficient way to understand and navigate large codebases.
Reference

Ask Sourcebot is an agentic search tool that lets you ask complex questions about your entire codebase in natural language, and returns a structured response with inline citations back to your code.

Research#Adam👥 CommunityAnalyzed: Jan 10, 2026 16:05

New Theory Explores Adam Instability in Large-Scale ML

Published:Jul 18, 2023 13:02
1 min read
Hacker News

Analysis

The article likely discusses a recent theoretical contribution to understanding the challenges of using the Adam optimization algorithm in large-scale machine learning. This is relevant for researchers and practitioners working on training complex models, especially those with many parameters.
Reference

The article likely highlights a theoretical framework for understanding Adam's behavior.