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Turn-Based Structural Triggers: Prompt-Free Backdoors in Multi-Turn LLMs

https://arxiv.org/abs/2601.14340
1•PaulHoule•2m ago•0 comments

Show HN: AI Agent Tool That Keeps You in the Loop

https://github.com/dshearer/misatay
1•dshearer•3m ago•0 comments

Why Every R Package Wrapping External Tools Needs a Sitrep() Function

https://drmowinckels.io/blog/2026/sitrep-functions/
1•todsacerdoti•3m ago•0 comments

Achieving Ultra-Fast AI Chat Widgets

https://www.cjroth.com/blog/2026-02-06-chat-widgets
1•thoughtfulchris•5m ago•0 comments

Show HN: Runtime Fence – Kill switch for AI agents

https://github.com/RunTimeAdmin/ai-agent-killswitch
1•ccie14019•8m ago•1 comments

Researchers surprised by the brain benefits of cannabis usage in adults over 40

https://nypost.com/2026/02/07/health/cannabis-may-benefit-aging-brains-study-finds/
1•SirLJ•9m ago•0 comments

Peter Thiel warns the Antichrist, apocalypse linked to the 'end of modernity'

https://fortune.com/2026/02/04/peter-thiel-antichrist-greta-thunberg-end-of-modernity-billionaires/
1•randycupertino•10m ago•2 comments

USS Preble Used Helios Laser to Zap Four Drones in Expanding Testing

https://www.twz.com/sea/uss-preble-used-helios-laser-to-zap-four-drones-in-expanding-testing
2•breve•15m ago•0 comments

Show HN: Animated beach scene, made with CSS

https://ahmed-machine.github.io/beach-scene/
1•ahmedoo•16m ago•0 comments

An update on unredacting select Epstein files – DBC12.pdf liberated

https://neosmart.net/blog/efta00400459-has-been-cracked-dbc12-pdf-liberated/
1•ks2048•16m ago•0 comments

Was going to share my work

1•hiddenarchitect•20m ago•0 comments

Pitchfork: A devilishly good process manager for developers

https://pitchfork.jdx.dev/
1•ahamez•20m ago•0 comments

You Are Here

https://brooker.co.za/blog/2026/02/07/you-are-here.html
3•mltvc•24m ago•1 comments

Why social apps need to become proactive, not reactive

https://www.heyflare.app/blog/from-reactive-to-proactive-how-ai-agents-will-reshape-social-apps
1•JoanMDuarte•25m ago•1 comments

How patient are AI scrapers, anyway? – Random Thoughts

https://lars.ingebrigtsen.no/2026/02/07/how-patient-are-ai-scrapers-anyway/
1•samtrack2019•25m ago•0 comments

Vouch: A contributor trust management system

https://github.com/mitchellh/vouch
2•SchwKatze•25m ago•0 comments

I built a terminal monitoring app and custom firmware for a clock with Claude

https://duggan.ie/posts/i-built-a-terminal-monitoring-app-and-custom-firmware-for-a-desktop-clock...
1•duggan•26m ago•0 comments

Tiny C Compiler

https://bellard.org/tcc/
1•guerrilla•28m ago•0 comments

Y Combinator Founder Organizes 'March for Billionaires'

https://mlq.ai/news/ai-startup-founder-organizes-march-for-billionaires-protest-against-californi...
1•hidden80•28m ago•2 comments

Ask HN: Need feedback on the idea I'm working on

1•Yogender78•29m ago•0 comments

OpenClaw Addresses Security Risks

https://thebiggish.com/news/openclaw-s-security-flaws-expose-enterprise-risk-22-of-deployments-un...
2•vedantnair•29m ago•0 comments

Apple finalizes Gemini / Siri deal

https://www.engadget.com/ai/apple-reportedly-plans-to-reveal-its-gemini-powered-siri-in-february-...
1•vedantnair•30m ago•0 comments

Italy Railways Sabotaged

https://www.bbc.co.uk/news/articles/czr4rx04xjpo
8•vedantnair•30m ago•2 comments

Emacs-tramp-RPC: high-performance TRAMP back end using MsgPack-RPC

https://github.com/ArthurHeymans/emacs-tramp-rpc
1•fanf2•31m ago•0 comments

Nintendo Wii Themed Portfolio

https://akiraux.vercel.app/
2•s4074433•36m ago•2 comments

"There must be something like the opposite of suicide "

https://post.substack.com/p/there-must-be-something-like-the
1•rbanffy•38m ago•1 comments

Ask HN: Why doesn't Netflix add a “Theater Mode” that recreates the worst parts?

2•amichail•39m ago•0 comments

Show HN: Engineering Perception with Combinatorial Memetics

1•alan_sass•45m ago•2 comments

Show HN: Steam Daily – A Wordle-like daily puzzle game for Steam fans

https://steamdaily.xyz
1•itshellboy•47m ago•0 comments

The Anthropic Hive Mind

https://steve-yegge.medium.com/the-anthropic-hive-mind-d01f768f3d7b
2•spenvo•47m ago•0 comments
Open in hackernews

Show HN: ImgExtender – A Simple, Fast Image Enhancement Toolkit for Everyday Use

https://imgextender.com
2•olivefu•2mo ago
Hi everyone, I built ImgExtender because I kept running into the same daily frustrations when working with images — AI-generated pictures not fitting the correct aspect ratio, blurry screenshots, compressed images losing too much detail, background edits taking too long, and having to jump across 4–5 different tools for what should have been simple tasks. So I decided to create a single lightweight web tool that solves the most common image problems without requiring Photoshop skills, plugins, or GPU setup. https://imgextender.com/ Below is a quick introduction to the problem, what ImgExtender does, and what’s behind it.

Why I Built It Most people don’t need a full graphics suite. They just want to quickly:

Extend an image (AI outpainting) without weird borders

Upscale or unblur without making the picture look “AI smooth”

Remove background cleanly (not the soft-edge mess from traditional tools)

Fix awkward aspect ratios for social media

Compress large images without ruining quality

Do simple edits (crop/resize/filters/text) without learning complex software

But the existing tools are either:

too slow,

too complicated,

too expensive,

or too fragmented (one tool for background removal, another for upscaling, another for AI generation…).

I wanted one place that makes image tasks fast, predictable, and accessible.

What ImgExtender Does (Core Features) All tools work in-browser, no signup required. AI Image Tools

Extend Image (Outpainting) — expand canvas naturally using generative fill

AI Generate Image — text-to-image with clean, sharp output

Unblur Image — restore clarity using deep-learning deblurring

Upscale Image — 2×–8× enlargement with texture recovery

Editing Tools

Crop

Resize

Rotate & Flip

Add Text

Filters

Blur Background

Remove Background

Change Background

Utility Tools

Image Compressor

Image to PDF converter

It’s designed to be something even a non-technical person can use instantly.

Under the Hood (Technical Notes)

Outpainting uses a fine-tuned diffusion model that blends edge areas to avoid seam artifacts.

Unblur uses a multi-stage sharpness restoration pipeline (deconvolution + learned edge enhancement).

Upscaling uses a lightweight ESRGAN variant optimized for smoother detail recovery.

Background removal uses a segmentation model focusing heavily on hair & soft edges.

All processing is GPU-accelerated on the backend; front-end is minimal and optimized for speed.

I’m also working on client-side WASM acceleration for some tasks.

Who Uses It Today? From early usage logs and feedback:

AI artists fixing midjourney/dalle artifacts

Designers preparing images for clients

Etsy sellers enhancing product photos

Developers who need quick assets without opening Photoshop

Students / teachers improving slides or PDFs

Casual users cleaning up old photos

Roadmap

Batch processing

API access

A unified “smart enhance” mode

More style-aware AI generation

Client-side processing to reduce server load

If you use AI image tools often, I’d love to hear what your workflow looks like.

Feedback Wanted This is still early-stage. I would really appreciate feedback from the HN community on:

What feels slow or confusing

Which features matter the most

What is missing for real professional use

Whether you'd want self-hosting or local models

Your typical image-edit workflow

Link: https://imgextender.com/ No login required. Thanks for reading — and thanks in advance for any feedback!