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Article URL: https://www.sigmicro.org/media/oralhistories/colwell.pdf

Comments URL: https://news.ycombinator.com/item?id=47071907

Points: 1

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The cyberattack disrupted information and booking systems and lasted for several hours. 

The post German Rail Giant Deutsche Bahn Hit by Large-Scale DDoS Attack appeared first on SecurityWeek.

CISO as a service, or CISOaaS, is the outsourcing of CISO (chief information security officer) and information security leadership responsibilities to a third-party provider.

Article URL: https://philipgoff.substack.com/p/will-science-ever-explain-consciousness

Comments URL: https://news.ycombinator.com/item?id=47071616

Points: 1

# Comments: 0

Hey HN, creator here.

I've been experimenting heavily with large-context multimodal LLMs (like Gemini 3 Pro) for coding tasks. I noticed that feeding raw text files consumes a massive amount of tokens and often clutters the context window.

Inspired by recent research (like the DeepSeek-OCR paper) suggesting visual encoders can be more efficient than text tokenizers for structured data, I built pixrep.

It’s a CLI tool that converts your codebase into a structured, syntax-highlighted PDF hierarchy.

Key features: - Token Efficiency: In my local benchmark, a repo requiring ~31k text tokens was compressed to ~19k tokens when fed as a visual PDF (using the `onepdf` mode). - Semantic Minimap: It uses Python's `ast` (and regex for other langs) to generate a UML/call-graph minimap at the top of each file. - Linter Heatmap: It can run `ruff` or `eslint` and overlay a heatmap on the PDF to warn the LLM about risky lines visually. - OnePDF Mode: Packs the core code into a single, ASCII-optimized PDF file for single-shot uploading.

It's written in Python and uses ReportLab for PDF generation.

I'd love to hear your thoughts on "Visual RAG" or any feedback on the implementation!

repo: https://github.com/TingjiaInFuture/pixrep

Comments URL: https://news.ycombinator.com/item?id=47071614

Points: 1

# Comments: 0

I built a free REST API for common dev tasks that usually require pulling in heavy dependencies or writing boilerplate.

Features include: - URL shortener with click analytics - QR code generation (PNG/SVG/data URL) - Fake/mock data generator (person, address, email, company, etc.) - JWT decoder, regex tester, password generator - JSON diff/format/minify, YAML↔JSON, Markdown→HTML - Base64, SHA256/MD5/SHA512 hashing, UUID v4 - Cron expression explainer, number base converter - IP info, HTML tag stripper, list processor

No auth required for basic usage (rate limited). Pay 1 USDC on Base L2 for an unlimited API key.

Also available as a zero-dependency npm package: npm install conway-toolbox

Comments URL: https://news.ycombinator.com/item?id=47071588

Points: 1

# Comments: 0

Article URL: https://helpmaton.com/blog/set-it-and-forget-it-5-recurring-reports-you-can-automate-with-helpmaton-schedules/

Comments URL: https://news.ycombinator.com/item?id=47071555

Points: 1

# Comments: 0

Article URL: https://www.youtube.com/watch?v=-k_JPei0YNc

Comments URL: https://news.ycombinator.com/item?id=47071554

Points: 1

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Article URL: https://www.newyorker.com/culture/annals-of-inquiry/why-some-people-thrive-on-four-hours-of-sleep

Comments URL: https://news.ycombinator.com/item?id=47071551

Points: 1

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Article URL: https://futhark-lang.org/

Comments URL: https://news.ycombinator.com/item?id=47071550

Points: 1

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Article URL: https://www.unmc.edu/healthsecurity/transmission/2026/02/18/excruciating-tropical-disease-can-now-be-transmitted-in-most-of-europe-study-finds/

Comments URL: https://news.ycombinator.com/item?id=47071549

Points: 1

# Comments: 0

Article URL: https://www.theglobeandmail.com/business/commentary/article-canada-will-have-to-accept-us-higher-tariffs-and-unthinkable/

Comments URL: https://news.ycombinator.com/item?id=47071539

Points: 1

# Comments: 0

Article URL: https://stripe.dev/blog/minions-stripes-one-shot-end-to-end-coding-agents

Comments URL: https://news.ycombinator.com/item?id=47071517

Points: 2

# Comments: 0

Article URL: https://medium.com/@sumitkumar_33957/why-most-dressing-tables-look-good-but-dont-get-used-477d9f0d3638

Comments URL: https://news.ycombinator.com/item?id=47071507

Points: 1

# Comments: 1

Article URL: https://www.dave-bailey.com/blog/details

Comments URL: https://news.ycombinator.com/item?id=47071504

Points: 1

# Comments: 0

Article URL: https://openai.com/index/introducing-evmbench/

Comments URL: https://news.ycombinator.com/item?id=47071489

Points: 1

# Comments: 0

Article URL: https://www.mcs.anl.gov/~itf/dbpp/text/node44.html#SECTION02550000000000000000

Comments URL: https://news.ycombinator.com/item?id=47071486

Points: 1

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Article URL: https://database-skills.preview.planetscale.com/

Comments URL: https://news.ycombinator.com/item?id=47071473

Points: 1

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Article URL: https://areyoufat.app/

Comments URL: https://news.ycombinator.com/item?id=47071430

Points: 1

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Article URL: https://aglit.ai/

Comments URL: https://news.ycombinator.com/item?id=47071408

Points: 1

# Comments: 1