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Meta launches new family of models: Muse

https://www.facebook.com/zuck/posts/nine-months-ago-we-founded-meta-superintelligence-labs-with-t...
1•umangsehgal93•3m ago•0 comments

State of Homelab 2026 – Evolution of a Self-Hosting Hobby

https://mrlokans.work/posts/state-of-homelab-2026/
2•swq115•5m ago•0 comments

Germany is building a 364-metre world’s tallest wind turbine in a coal mine

https://timesofindia.indiatimes.com/world/rest-of-world/germany-is-building-a-364-metre-worlds-ta...
1•rustoo•10m ago•0 comments

DuckTales: A DuckLake Story(Rethinking the Lakehouse with a Duck and a Plan)

https://medium.com/@tfmv/ducktales-a-ducklake-story-3b4d4e400578
1•b-man•11m ago•0 comments

Prospectus for the Hormuz Toll Booth IPO

https://www.wsj.com/world/middle-east/a-prospectus-for-the-tehran-toll-booth-ipo-43c06a87
1•RyanShook•12m ago•0 comments

I built a social platform with no karma, no downvotes, and no algorithm

https://www.thedrop.fyi/
1•bocksum•14m ago•0 comments

Help Denmark Buy California – Because Why Not?

https://denmarkification.com/
1•pabs3•20m ago•0 comments

News

https://en.wikipedia.org/wiki/Portal:Current_events/2026_April_2
1•openrockets•20m ago•0 comments

Code as a Crime Scene (2013)

https://www.adamtornhill.com/articles/crimescene/codeascrimescene.htm
2•vismit2000•22m ago•0 comments

Ask HN: S3(AWS) vs R2(CF)–Which is better?

1•wasimsk•22m ago•0 comments

You Can't Vibecode Trust [audio]

https://open.spotify.com/episode/3B5e5s3u3vPjsGPAjgCht9
2•mooreds•26m ago•0 comments

Claude Code plugin for LLM research with typed claims and conflict detection

https://github.com/grainulation/grainulator
3•volatilityfund•27m ago•0 comments

Rift – Deterministic Concurrency for Go

https://github.com/damienos61/rift
1•DamienOS•28m ago•0 comments

Harness engineering for coding agent users

https://martinfowler.com/articles/harness-engineering.html
3•mooreds•32m ago•0 comments

Global Cultural Change and Anxiety in Children and Adolescents

https://onlinelibrary.wiley.com/doi/10.1111/desc.70157
1•PaulHoule•33m ago•0 comments

Show HN: Preview.thedrive.ai – instant thumbnails for any document URL

https://preview.thedrive.ai
1•sftechdude•34m ago•0 comments

AI Is Weird

https://www.wheresyoured.at/ai-is-really-weird/
1•weakfish•39m ago•0 comments

Show HN: Feature release system with MCP agent controls

https://featureflare.com/
2•jsonstcyr•45m ago•0 comments

The Whitelist Won: How Anthropic Turned a Pentagon Blacklist into a Consortium

https://liminaldr.substack.com/p/the-whitelist-won
1•BlendedPanda•45m ago•0 comments

A Visual Guide to Gemma 4

https://newsletter.maartengrootendorst.com/p/a-visual-guide-to-gemma-4
2•vismit2000•46m ago•0 comments

Show HN: An agent-friendly image CDN built on Cloudflare Workers

https://img.pro
2•cr1st1an•46m ago•0 comments

Show HN: 2500 vision benchmarks / evals for Vision Language Models

https://github.com/Overshoot-ai/vlm-benchmarks
1•zakariaelhjouji•47m ago•0 comments

Demystifying Open Silicon – Matt Venn Is Democratizing Chip Design

https://www.siliconimist.com/p/tiny-tapeout-matt-venn
1•johncole•50m ago•0 comments

Show HN: Public Domain Audiobooks with AI (Azalea Audio)

https://apps.apple.com/us/app/azalea-audio/id6761150322
1•nbaronia•52m ago•1 comments

Show HN: Pasteur, a Milkdrop Visualization Exporter

https://pasteur.cc/
1•markneub•54m ago•0 comments

Starfling: A one-tap endless orbital slingshot game in a single HTML file

https://playstarfling.com
2•iceberger2001•55m ago•1 comments

Show HN: Side-by-side comparison tools for US LLC formation,banking and payments

https://www.globalsolo.global/tools/compare
1•jettfu•55m ago•0 comments

Darknet Diaries: SuperBox

https://darknetdiaries.com/episode/172/
1•leonim•57m ago•0 comments

WireGuard developer can't ship software updates after Microsoft locks account

https://techcrunch.com/2026/04/08/wireguard-vpn-developer-cant-ship-software-updates-after-micros...
1•wglb•58m ago•1 comments

Exploring the Far Side of the Moon: A Visual History

https://invertingvision.com/2026/04/06/exploring-the-far-side-of-the-moon-a-visual-history/
1•bookofjoe•1h ago•0 comments
Open in hackernews

Ask HN: Deterministic codebase maps vs. LLM inferred knowledge graphs?

2•IxInfra•1h ago
2 approaches are emerging for giving ai agents structural understanding of a codebase.

1. LLM inferred. fast to build. but edges are labeled INFERRED because the model is just guessing. confidence scores include bc it knows it could be wrong

2. deterministic. built straight from the actual code. same input same output every time. no guessing

so my question is: why on earth is the inferred approach winning on github right now?? it seems clear to me which one wins. Does deterministic structure matter to you or is inference good enough.

Need to know based on what im building here https://github.com/ix-infrastructure/Ix

Comments

IxInfra•1h ago
https://github.com/ix-infrastructure/Ix sorry heres the link.