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Article URL: https://www.kentik.com/blog/the-scourge-of-excessive-as-sets/

Comments URL: https://news.ycombinator.com/item?id=43777031

Points: 1

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Article URL: https://doi.org/10.5281/zenodo.15265412

Comments URL: https://news.ycombinator.com/item?id=43777025

Points: 1

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Article URL: https://www.pcworld.com/article/459847/an_iphone_case_doubles_as_a_stun_gun.html

Comments URL: https://news.ycombinator.com/item?id=43776981

Points: 1

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Article URL: https://thehustle.co/originals/the-economics-of-golden-visas?hubs_content=thehustle.co/&hubs_content-cta=The%20economics%20of%20golden%20visas

Comments URL: https://news.ycombinator.com/item?id=43776980

Points: 1

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Article URL: https://marvelfusion.com/

Comments URL: https://news.ycombinator.com/item?id=43776979

Points: 1

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Article URL: https://www.nottingham.ac.uk/news/bacteria-killing-material-creates-superbug-busting-paint

Comments URL: https://news.ycombinator.com/item?id=43776973

Points: 1

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Article URL: https://www.scottantipa.com/yagri

Comments URL: https://news.ycombinator.com/item?id=43776967

Points: 4

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Article URL: https://www.ft.com/content/51a65e45-302c-45fa-8bd1-c828a66b012d

Comments URL: https://news.ycombinator.com/item?id=43776944

Points: 1

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Article URL: https://www.getconvoy.io/blog/talking-to-users

Comments URL: https://news.ycombinator.com/item?id=43776942

Points: 1

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Article URL: https://time.com/7279010/ai-virus-lab-biohazard-study/

Comments URL: https://news.ycombinator.com/item?id=43776922

Points: 1

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Article URL: https://stevelosh.com/blog/2013/04/git-koans/

Comments URL: https://news.ycombinator.com/item?id=43776917

Points: 1

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Article URL: https://youtu.be/jNQXAC9IVRw?si=x6Hg_IB1kLTjnTmv

Comments URL: https://news.ycombinator.com/item?id=43776916

Points: 1

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Article URL: https://spectrum.ieee.org/educational-tech-remote-locations

Comments URL: https://news.ycombinator.com/item?id=43776913

Points: 1

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Article URL: https://www.nytimes.com/2025/04/23/science/pour-over-coffee-physics.html

Comments URL: https://news.ycombinator.com/item?id=43776909

Points: 1

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Hi HN,

We’re Chonkie (https://github.com/chonkie-inc/chonkie) — we build open source tools that help split documents into meaningful chunks for use with AI models.

When you use LLMs over large documents or codebases, you often need to break them into smaller parts to fit the model’s context window. Our chunkers do this in a smart way: they preserve structure and meaning, so only the most relevant pieces are passed into the model. This reduces hallucinations, avoids confusion, and improves performance and accuracy.

Today we’re launching our Code Chunker — a fast, structure-aware way to break down source code into high-quality, token-aware chunks.

How it works:

(See the code: https://github.com/chonkie-inc/chonkie/blob/main/src/chonkie...)

Code Chunker uses tree-sitter (https://tree-sitter.github.io/tree-sitter/) to parse your code into an abstract syntax tree (AST). It then recursively merges and groups nodes in a way that respects both code structure and token limits.

It supports all languages that tree-sitter supports, and is designed to preserve formatting and semantics. Large functions or class definitions won’t be split in the middle of a block — instead, we dive recursively into the AST to produce clean, coherent chunks that fit your configured token budget.

What it’s useful for:

- Embedding-based code search - RAG (retrieval-augmented generation) over codebases - Long-context analysis of code - Preparing repos for fine-tuning or pretraining Try it out:

- Open source package: https://docs.chonkie.ai/chunkers/code-chunker - Hosted playground (free with account): https://cloud.chonkie.ai Happy Chonking!

Comments URL: https://news.ycombinator.com/item?id=43776908

Points: 1

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Article URL: https://www.xn--1xa.com/

Comments URL: https://news.ycombinator.com/item?id=43776891

Points: 2

# Comments: 4

Article URL: https://ia.acs.org.au/article/2025/teen-social-media-ban-struck-down-by-us-court.html

Comments URL: https://news.ycombinator.com/item?id=43776878

Points: 2

# Comments: 1

Article URL: https://stevenyue.com/blogs/designing-for-intelligence-rethinking-apis-databases-and-interfaces/

Comments URL: https://news.ycombinator.com/item?id=43776849

Points: 1

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Article URL: https://yeungchenwa.github.io/fontdiffuser-homepage/

Comments URL: https://news.ycombinator.com/item?id=43776539

Points: 2

# Comments: 0

Article URL: https://www.timesofisrael.com/israeli-team-uses-tool-that-finds-fake-online-profiles-to-detect-abnormal-protein-activity/

Comments URL: https://news.ycombinator.com/item?id=43776531

Points: 1

# Comments: 0