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Show HN: PodBookCase – Discover books mentioned on popular podcast episodes

https://podbookcase.com/
1•raistlin_majere•1m ago•0 comments

Kadb: Kotlin library to connect Android devices directly without ADB binary file

https://github.com/flyfishxu/Kadb
1•sea-gold•1m ago•0 comments

9965 GNU – An asteroid named for the free-software GNU Project

https://en.wikipedia.org/wiki/9965_GNU
1•ColinWright•2m ago•0 comments

Annie Ernaux still feels like an outsider

https://www.vulture.com/article/annie-ernaux-interview-french-protests-nobel-prize.html
2•Caiero•2m ago•0 comments

Show HN: First Silicon, real chip bugs that AI models miss

https://umwelt.vision/first-silicon/
1•Arno_Bighub•3m ago•0 comments

Why does shuffling the schedule find so many bugs?

https://fzakaria.com/2026/11/03/why-does-shuffling-the-schedule-find-so-many-bugs
1•speckx•5m ago•0 comments

We Need More Than the Ballot to Defeat Authoritarianism

https://transform-network.net/blog/analysis/we-need-more-than-the-ballot-to-defeat-authoritarianism/
2•robtherobber•5m ago•0 comments

We are seeking feedback for our school project

1•dandinh•6m ago•0 comments

Cognitive Sovereignty and the Computable Enterprise

https://www.foldingspace.ai/p/cognitive-sovereignty-and-the-computable
2•hdevarajan•7m ago•1 comments

Show HN: A decent text-to-image model trained for ~$20K (Apache 2.0 Weights)

https://www.linum.ai/field-notes/pjit-21k
2•schopra909•9m ago•0 comments

Show HN: Continuum Verifier – offline checks for AI data-provenance records

https://github.com/Dr-PampersMuffin/continuum-verifier
1•PampersMuffin•9m ago•0 comments

Show HN: Hole Punch for iOS: Sling your spaceship around gravitational fields

https://apps.apple.com/gb/app/hole-punch/id6819102242
1•trwhite•10m ago•0 comments

Number Parsing at a Gigabyte per Second

https://arxiv.org/abs/2101.11408
1•ibobev•10m ago•0 comments

Revisiting Importance Sampling

https://lisyarus.github.io/blog/posts/revisiting-importance-sampling.html
1•ibobev•11m ago•0 comments

What is your biggest concern when building an MCP server?

4•guardiansamurai•12m ago•0 comments

macOS 27.3 Makes Markdown Files Easier to Read

https://www.macrumors.com/2026/11/04/macos-27-3-makes-markdown-files-easier-to-read/
2•tosh•13m ago•0 comments

Policy Analysis Market

https://en.wikipedia.org/wiki/Policy_Analysis_Market
1•enjoyyourlife•13m ago•0 comments

Jira vs. Linear for Agents

https://www.radial.build/blog/jira-vs-linear-for-agents
1•acossta•14m ago•0 comments

Postman Caught Installing AI Plugins Without Developer Consent

https://dev.ua/en/news/postman-1793785667
1•LopRabbit•15m ago•1 comments

LLMs replayed 50 years of EPA glyphosate decisions. None was more lenient

https://reckoningscience.org/regulation-by-ai-replaying-epas-glyphosate-decisions/
1•kaurov•17m ago•0 comments

The Agentic Software Factory Is the Wrong Metaphor

https://robwest.info/articles/the-agentic-software-factory-is-the-wrong-metaphor/
1•emersonmacro•18m ago•0 comments

Ask HN: Fable 5.1 or Opus 5.5?

1•apt-apt-apt-apt•19m ago•0 comments

Show HN: ScreenGuard – Open-source digital wellbeing and app limits for Linux

https://github.com/adityakrishnan005-a11y/ScreenGuard
1•AdityaK_9999•20m ago•0 comments

JSONBench – A Benchmark for Data Analytics on JSON

https://benchmark.clickhouse.com/json/
1•zX41ZdbW•21m ago•0 comments

Show HN: Audio Visuals for the Quiet Mind

https://harmonicautomata.bytejelly.com/
1•jasondigitized•21m ago•0 comments

Back to Basics (2001)

https://www.joelonsoftware.com/2001/12/11/back-to-basics/
1•theanonymousone•21m ago•0 comments

Scientists identify two overlooked skills that predict reading success

https://www.mdpi.com/2079-3200/13/8/104
1•sshah03•22m ago•1 comments

Whose Service Is It Anyway? Predicting Service Ownership at Cortex

https://builders.cortex.io/blog/whose-service-is-it-anyway/
5•keithfz•24m ago•0 comments

The G.I. and the Paperback: A World War II Love Story

https://warontherocks.com/the-g-i-and-the-paperback-a-world-war-ii-love-story/
1•baud147258•27m ago•0 comments

AI as a Multi-Vector Civilizational Failure [pdf]

https://osf.io/tvwum/
1•jaisupreme•29m ago•0 comments
Open in hackernews

Show HN: ScrapeCopilot – Notebook Code Interface + Puppeteer + AI Copilot

3•erichi•1y ago
Hi HN, I’m Eric, and I’m building ScrapeCopilot, an AI assistant designed to eliminate friction in browser automation development.

Here is the link to VS Code extension - https://marketplace.visualstudio.com/items?itemName=scrapeco...

I've built browser automations for more than 5 years, and the constant frustration was always the sheer friction involved in getting working code – especially when debugging in headless mode or connecting to remote browsers.

When I started using LLMs to generate automation code, I found myself stuck in a repetitive loop: navigate to the desired page state, copy-paste HTML into the AI chat, and ask it to generate code. The worst part is that there was no easy way to run that generated code without losing the page state, forcing me to restart the browser session constantly. This wasted large amounts of time and mental energy. I built ScrapeCopilot to make this workflow seamless.

How it works:

ScrapeCopilot combines the power of a Jupyter-style notebook with a live Puppeteer browser session and integrated AI.

- Live Interactive Development: When you create an automation notebook, it initiates a fresh Puppeteer browser session. The page object is exposed directly to your notebook cells, allowing you to run any Puppeteer code against the live browser state and see the results instantly.

- AI-Powered Assistance: It integrates with GitHub Copilot (via the @scrapecopilot chat participant). The AI automatically sees the current page HTML, allowing it to generate highly relevant Puppeteer code based on your instructions directly within the chat.

- LLM Code Export: Once you've developed your automation logic, you can easily export the final, complete Puppeteer script based on your instructions.

This tool saves me hours daily, but even more importantly, it improves the developer experience in browser automation which is frustrating area.

I believe ScrapeCopilot can complement existing browser automation tools and frameworks by providing an interactive AI-assisted development experience.

Current Status & Future Plans:

- The extension currently works within VS Code. It will work in Cursor, but without chat support initially. I'm actively working on integrating a backend server to enable full chat functionality with Cursor.

- Currently the key workflow assumes that you create a new browser automation step by step, using code cells. But in my work I spend half of the time fixing existing automations, so my focus now is trying to adapt extension for debugging and fixing existing code.

- Playwright support is also on the list.

Check out short videos: - Demo: Headless False - https://scrapecopilot.ai/assets/demo-headless-false-Dhc_jeNR... - Demo: Headless True - https://scrapecopilot.ai/assets/demo-headless-true-PRQndDxP....

I'd love to hear your thoughts, feedback, and any suggestions!