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Show HN: Soulcaster – Cluster feedback, spin up an agent to fix it

https://www.soulcaster.dev/
1•codecracker3001•1h ago
Free time project: Pulls in bug reports from Reddit/Sentry/GitHub/etc, clusters similar ones with embeddings, then you can trigger a coding agent to attempt a fix and open a PR.

Super early, breaks constantly. Not sure if the clustering actually works well or if the auto-fixes are useful beyond toy examples.

Curious if anyone else has tried something like this or if it's something that would be useful for you.

DHS Deportation Reels Are Getting Copyright Strikes for Unlicensed Music Use

https://reason.com/2026/01/11/the-deportation-playlist-is-mostly-stolen/
1•fortran77•24s ago•0 comments

First impressions of Claude Cowork, Anthropic's general agent

https://simonw.substack.com/p/first-impressions-of-claude-cowork
1•stosssik•2m ago•0 comments

Keir Starmer abandons plans for compulsory digital ID

https://www.thetimes.com/uk/politics/article/digital-id-scrapped-u-turn-keir-starmer-7zcwqqvb5
1•petethomas•2m ago•0 comments

A Journey of Validating a Healthcare Startup

https://jeevan.life/healthcare.html
1•ssunboyy•5m ago•0 comments

HiGP: A high-performance Python package for Gaussian Process

https://arxiv.org/abs/2503.02259
1•7777777phil•5m ago•0 comments

Incomputable Language: An Essay on AI

https://www.eruditorumpress.com/blog/on-incomputable-language-an-essay-on-ai
1•drnrb•5m ago•0 comments

AI Reliance Logging

https://zenodo.org/records/18239999
1•businessmate•7m ago•1 comments

A book about Solo Building

https://solobuilding.com/
1•mddanishyusuf•14m ago•0 comments

Good Use of Postgres

https://vivekn.dev/blog/good-use-of-postgres/
1•viveknathani_•15m ago•0 comments

When You are Waiting for a Miracle [video]

https://www.youtube.com/watch?v=1-b52n7mYnc
1•marysminefnuf•18m ago•0 comments

Show HN: A directory to discover and install validated Agent Skills

https://www.agentskills.guide/
1•superhuang•27m ago•1 comments

Meta cuts more than 1k in Bay Area tech's first big layoff of 2026

https://www.sfgate.com/tech/article/meta-layoff-1000-first-2026-21293134.php
3•apparent•29m ago•0 comments

One-page static blog using headless CMS

https://github.com/sleekcms/sleekcms-spa-blog
1•yusufnb•31m ago•0 comments

Saccade

https://en.wikipedia.org/wiki/Saccade
1•petethomas•33m ago•0 comments

Show HN: RAG Architecture for optimizing retrieval volume/relevancy tradeoff

https://github.com/darwinapps/nestedRAG
1•Gregoryy•36m ago•0 comments

Show HN: Git-identity-switcher – a CLI to switch Git user identity per repo

https://github.com/csawai/git-identity-switcher
1•csawai•37m ago•0 comments

Zhipu and Huawei open-source GLM-Image on Chinese chips

https://glm-image-ai.app
1•nanobanana•38m ago•0 comments

Saks Global files for bankruptcy after Neiman Marcus takeover leads to collapse

https://www.reuters.com/business/retail-consumer/saks-global-files-bankruptcy-after-neiman-marcus...
1•testrun•38m ago•0 comments

Bringing the Predators to Life in MAME

https://lysiwyg.mataroa.blog/blog/bringing-the-predators-to-life-in-mame/
1•msephton•38m ago•0 comments

Get professional marketing growth services through Amplift

https://amplift.ai/
4•gaygum102•39m ago•1 comments

The <Geolocation> HTML Element

https://developer.chrome.com/blog/geolocation-html-element
1•enz•41m ago•0 comments

Show HN: MapMates – A map for expats to find people in new cities

https://mapmates.io/
1•digi_wares•42m ago•0 comments

From kinetic gases to an exponentially expanding universe

https://iopscience.iop.org/article/10.1088/1475-7516/2025/10/050
1•diwank•47m ago•0 comments

Beebo, a wave simulator written in C

https://git.sr.ht/~willowf/beebo/
3•anon25783•50m ago•0 comments

AI Dance Video Generator Online Free

https://www.aidancegenerator.org/
1•wsm123456•52m ago•0 comments

Show HN: Apps posted here classified by LLM

https://github.com/johndimm/show-hn-classified
1•johndimm•53m ago•1 comments

Personal Taste Is the Moat

https://wangcong.org/2026-01-13-personal-taste-is-the-moat.html
2•gpi•56m ago•1 comments

Pixel 6 and 7 Updates Are Missing: Here's What Is Happening with Your Pixel

https://www.droid-life.com/2026/01/12/pixel-6-pixel-7-updates-schedule-missing/
3•keithoffer•57m ago•1 comments

Claude Code CVE-2025-66032: Why Allowlists Aren't Enough

https://niyikiza.com/posts/cve-2025-66032/
1•niyikiza•57m ago•0 comments

CES 2026:A thumb-sized computer with hardware-isolated OS over USB

https://plugos.net/news/2026/01/08/plugos-at-ces.html
1•TrustKernel•59m ago•0 comments