Security Ops News

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> Post #47167763 by DamnInteresting | 269 points | 131 comments | 5h ago
AirSnitch: Demystifying and breaking client isolation in Wi-Fi networks [pdf]
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> Post #47170174 by sxmawl | 57 points | 27 comments | 2h ago
Launch HN: Cardboard (YC W26) – Agentic video editor
Hey HN - we're Saksham and Ishan, and we’re building Cardboard (https://www.usecardboard.com). It lets you go from raw footage to an edited video by describing what you want in natural language. There’s a demo video at https://www.usecardboard.com/share/fUN2i9ft8B46, and you can try the product out at https://demo.usecardboard.com (no login required!)

People sit on mountains of raw assets - product walkthroughs, customer interviews, travel videos, screen recordings, changelogs, etc. - that could become testimonials, ads, vlogs, launch videos, etc.

Instead they sit in cloud storage / hard drives because getting to a first cut takes hours of scrubbing through the raw footage manually, arranging clips in correct sequence, syncing music, exporting, uploading to a cloud storage to share, and then getting feedback on WhatsApp/iMessage/Slack, then re-doing the same thing again till everyone is happy.

We grew up together and have been friends for 15 years. Saksham creates content on socials with ~250K views/month and kept hitting the wall where editing took longer than creating. Ishan was producing launch videos for HackerRank's all-hands demo days and spent most of his time on cuts and sequencing rather than storytelling. We both felt that while tools like Premiere Pro and DaVinci are powerful, they have a steep learning curve and involve lots of manual labor.

So we built Cardboard. You tell it to "make a 60s recap from this raw footage" or "cut this into a 20s ad" or "beat-sync this to the music I just added" and it proposes a first draft on the timeline that you can refine further.

We built a custom hardware-accelerated renderer on WebCodecs / WebGL2, there’s no server-side rendering, no plugins, everything runs in your browser (client-side). Video understanding tasks go through a series of Cloud VLMs + traditional ML models, and we use third party foundational models for agent orchestration. We also give a dropdown for this to the end user.

We've shipped 13 releases since November (https://www.usecardboard.com/changelog). The editor handles multi-track timelines with keyframe animations, shot detection, beat sync via percussion detection, voiceover generation, voice cloning, background removal, multilingual captions that are spatially aware of subjects in frame, and Premiere Pro/DaVinci/FCP XML exports so you can move projects into your existing tools if you want.

Where we're headed next: real-time collaboration (video git) to avoid inefficient feedback loops, and eventually a prediction engine that learns your editing patterns and suggests the next low entropy actions - similar to how Cursor's tab completion works, but for timeline actions.

We believe that video creation tools today are stuck where developer tools were in the early 2000s: local-first, zero collaboration with really slow feedback loops.

Here are some videos that we made with Cardboard: - https://www.usecardboard.com/share/YYsstWeWE9KI - https://www.usecardboard.com/share/nyT9oj93sm1e - https://www.usecardboard.com/share/xK9mP2vR7nQ4

We would love to hear your thoughts/feedback.

We'll be in the comments all day :)

> Post #47167931 by itunpredictable | 189 points | 199 comments | 5h ago
Will vibe coding end like the maker movement?
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> Post #47168726 by spiffytech | 112 points | 49 comments | 4h ago
Palm OS User Interface Guidelines (2003) [pdf]
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> Post #47170157 by todsacerdoti | 59 points | 12 comments | 2h ago
OsmAnd's Faster Offline Navigation
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> Post #47128645 by NaOH | 149 points | 97 comments | 3d ago
I baked a pie every day for a year and it changed my life
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> Post #47124999 by ohjeez | 30 points | 5 comments | 3d ago
Museum of Plugs and Sockets
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> Post #47169757 by tin7in | 85 points | 42 comments | 3h ago
What Claude Code Chooses
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> Post #47121352 by teleforce | 8 points | 0 comments | 3d ago
Lidar waveforms are worth 40x128x33 words
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> Post #47156925 by hiisthisthingon | 1176 points | 278 comments | 1d ago
Google API keys weren't secrets, but then Gemini changed the rules
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