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OpenAI might pivot to the "most addictive digital friend" or face extinction

https://twitter.com/lebed2045/status/2020184853271167186
1•lebed2045•46s ago•1 comments

Show HN: Know how your SaaS is doing in 30 seconds

https://anypanel.io
1•dasfelix•1m ago•0 comments

ClawdBot Ordered Me Lunch

https://nickalexander.org/drafts/auto-sandwich.html
1•nick007•2m ago•0 comments

What the News media thinks about your Indian stock investments

https://stocktrends.numerical.works/
1•mindaslab•3m ago•0 comments

Running Lua on a tiny console from 2001

https://ivie.codes/page/pokemon-mini-lua
1•Charmunk•3m ago•0 comments

Google and Microsoft Paying Creators $500K+ to Promote AI Tools

https://www.cnbc.com/2026/02/06/google-microsoft-pay-creators-500000-and-more-to-promote-ai.html
2•belter•5m ago•0 comments

New filtration technology could be game-changer in removal of PFAS

https://www.theguardian.com/environment/2026/jan/23/pfas-forever-chemicals-filtration
1•PaulHoule•6m ago•0 comments

Show HN: I saw this cool navigation reveal, so I made a simple HTML+CSS version

https://github.com/Momciloo/fun-with-clip-path
1•momciloo•7m ago•0 comments

Kinda Surprised by Seadance2's Moderation

https://seedanceai.me/
1•ri-vai•7m ago•1 comments

I Write Games in C (yes, C)

https://jonathanwhiting.com/writing/blog/games_in_c/
2•valyala•7m ago•0 comments

Django scales. Stop blaming the framework (part 1 of 3)

https://medium.com/@tk512/django-scales-stop-blaming-the-framework-part-1-of-3-a2b5b0ff811f
1•sgt•8m ago•0 comments

Malwarebytes Is Now in ChatGPT

https://www.malwarebytes.com/blog/product/2026/02/scam-checking-just-got-easier-malwarebytes-is-n...
1•m-hodges•8m ago•0 comments

Thoughts on the job market in the age of LLMs

https://www.interconnects.ai/p/thoughts-on-the-hiring-market-in
1•gmays•8m ago•0 comments

Show HN: Stacky – certain block game clone

https://www.susmel.com/stacky/
2•Keyframe•11m ago•0 comments

AIII: A public benchmark for AI narrative and political independence

https://github.com/GRMPZQUIDOS/AIII
1•GRMPZ23•11m ago•0 comments

SectorC: A C Compiler in 512 bytes

https://xorvoid.com/sectorc.html
2•valyala•13m ago•0 comments

The API Is a Dead End; Machines Need a Labor Economy

1•bot_uid_life•14m ago•0 comments

Digital Iris [video]

https://www.youtube.com/watch?v=Kg_2MAgS_pE
1•Jyaif•15m ago•0 comments

New wave of GLP-1 drugs is coming–and they're stronger than Wegovy and Zepbound

https://www.scientificamerican.com/article/new-glp-1-weight-loss-drugs-are-coming-and-theyre-stro...
4•randycupertino•16m ago•0 comments

Convert tempo (BPM) to millisecond durations for musical note subdivisions

https://brylie.music/apps/bpm-calculator/
1•brylie•18m ago•0 comments

Show HN: Tasty A.F.

https://tastyaf.recipes/about
2•adammfrank•19m ago•0 comments

The Contagious Taste of Cancer

https://www.historytoday.com/archive/history-matters/contagious-taste-cancer
1•Thevet•21m ago•0 comments

U.S. Jobs Disappear at Fastest January Pace Since Great Recession

https://www.forbes.com/sites/mikestunson/2026/02/05/us-jobs-disappear-at-fastest-january-pace-sin...
1•alephnerd•21m ago•1 comments

Bithumb mistakenly hands out $195M in Bitcoin to users in 'Random Box' giveaway

https://koreajoongangdaily.joins.com/news/2026-02-07/business/finance/Crypto-exchange-Bithumb-mis...
1•giuliomagnifico•21m ago•0 comments

Beyond Agentic Coding

https://haskellforall.com/2026/02/beyond-agentic-coding
3•todsacerdoti•22m ago•0 comments

OpenClaw ClawHub Broken Windows Theory – If basic sorting isn't working what is?

https://www.loom.com/embed/e26a750c0c754312b032e2290630853d
1•kaicianflone•24m ago•0 comments

OpenBSD Copyright Policy

https://www.openbsd.org/policy.html
1•Panino•25m ago•0 comments

OpenClaw Creator: Why 80% of Apps Will Disappear

https://www.youtube.com/watch?v=4uzGDAoNOZc
2•schwentkerr•29m ago•0 comments

What Happens When Technical Debt Vanishes?

https://ieeexplore.ieee.org/document/11316905
2•blenderob•30m ago•0 comments

AI Is Finally Eating Software's Total Market: Here's What's Next

https://vinvashishta.substack.com/p/ai-is-finally-eating-softwares-total
3•gmays•31m ago•0 comments
Open in hackernews

Show HN: Cerberus – Real-time network monitor with eBPF

https://github.com/zrougamed/cerberus
12•zrouga•1mo ago
Hi HN! I'm Mo, a platform engineer at Deltaflare working on critical infrastructure protection.

I built Cerberus because traditional packet capture tools (tcpdump, Wireshark) have too much overhead for production CNI environments. eBPF lets us filter and classify packets at the kernel level with near-zero performance impact.

Some interesting challenges: - eBPF verifier is strict - every memory access needs bounds checking - Limited to 32 bytes of L7 payload (tradeoff between inspection depth and overhead) - TC vs XDP decision (chose TC for compatibility)

Looking for contributors, especially on: - Redis backend for distributed deployments - Prometheus metrics export - Anomaly detection

Happy to answer questions!

Comments

Joel_LeBlanc•1mo ago
Hi Mo, it's great to see innovative solutions like Cerberus addressing the challenges of traditional monitoring tools. I'm curious about your experience with eBPF and how it has impacted your team's workflow. It sounds like you're on an exciting journey!
zrouga•1mo ago
Thanks! eBPF has been a big win for us. Once you get past the verifier constraints, it really changes how you think about observability — pushing filtering and classification into the kernel reduces noise and makes the data much more actionable.

Workflow-wise, iteration is slower at first (compile → load → fail verifier ), but once the patterns are in place it actually simplifies things a lot. The ability to run this safely in production without noticeable overhead has been the biggest impact.

exceptione•1mo ago
Thanks! Have you considered sysdig/csysdig for your needs, and if so, how do you feel about it?
zrouga•1mo ago
Yes — Sysdig/csysdig are great tools and I’ve used them before. They’re excellent for syscall-level visibility and host/container forensics.

Cerberus targets a different layer: always-on, low-overhead network classification in CNI environments. It attaches at TC, limits L7 inspection intentionally, and focuses on predictable performance rather than rich event streams.

They’re complementary rather than competing tools.

rixed•1mo ago
Aren't tcpdump and wireshark based on libpcap which itself uses ebpf to compile and run packet filters? How is cerberus different?
zrouga•1mo ago
Not exactly — that statement is only partly correct.

Yes, tcpdump and Wireshark do use libpcap for packet capture and filtering. libpcap compiles the familiar tcpdump filter syntax into classic BPF (cBPF) programs that run in the kernel to decide which packets should be passed up to userspace.

On newer Linux kernels, libpcap can translate those classic BPF filters into eBPF, but that’s mostly an internal optimization. From a user point of view, you’re still just writing simple packet filters, and packets are still being copied to userspace for analysis. libpcap itself is not really an eBPF framework.

That’s where Cerberus is different.

Cerberus uses native eBPF programs directly, not just for filtering packets, but for running logic inside the kernel. Instead of copying packets out and decoding them later, it works with structured kernel events and can correlate network activity with processes, syscalls, and security context. In many cases it can even act or block things in real time.

So while tcpdump/Wireshark are great for debugging and traffic inspection, they’re fundamentally packet sniffers. Cerberus is more of an in-kernel observability and security system, built on eBPF as a programmable platform rather than just a fast filter.

In short: tcpdump uses BPF to filter packets. Cerberus uses eBPF to run logic.

Hope that helps clear it up