The DaB - Daily Briefing

December 05, 2025, 12:35 PM


πŸ“Š 39 articles collected from multiple sources
πŸ”„ Generated at 2025-12-05 12:35:22

πŸ”„ Sort Articles:

⏱️ Execution Details:

Duration: 127.6 seconds
Start Time: 2025-12-05 12:35:22
End Time: 2025-12-05 12:37:30

πŸ“‘ Data Collection:

Articles Collected: 39
Sources Configured: 4
Source Breakdown: RSS: 24, Hacker News: 6, arXiv: 4, Reddit: 5

πŸ€– AI Processing:

AI Summaries: 39
Tweet Sets: 39

πŸ“Š Analytics:

Engagement Scores: 39
Distribution: Notable: 6, Standard: 14, Low: 19
Topics Detected: 6
Cross-platform Stories: 1

[01]
πŸ’» Advent of Code 2025
Source: Hacker News | Published: 2025-11-30 13:07 | ID: e5b603960922 | | Topics: πŸ”’ Security, πŸ‘©β€πŸ’» Programming
πŸ€– AI Summary:
Hacker News discussion with 1232 points and 392 comments. Posted 2025-11-30 13:07.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Advent of Code 2025... https://adventofcode.com/2025/about
[02]
πŸ’» Zig quits GitHub, says Microsoft's AI obsession has ruined the service
Source: Hacker News | Published: 2025-12-03 07:52 | ID: 2103f9b4f19f | | Topics: πŸ€– Ai Ml, πŸ”’ Security
πŸ€– AI Summary:
Hacker News discussion with 1046 points and 603 comments. Posted 2025-12-03 07:52.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Zig quits GitHub, says Microsoft's AI obsession has ruined the service... https://www.theregister.com/2025/12/02/zig_quits_github_microsoft_ai_obsession/
[03]
πŸ’» Everyone in Seattle hates AI
Source: Hacker News | Published: 2025-12-03 19:37 | ID: d2f1b7596a8f | | Topics: πŸ€– Ai Ml, πŸ”’ Security
πŸ€– AI Summary:
Hacker News discussion with 932 points and 1034 comments. Posted 2025-12-03 19:37.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Everyone in Seattle hates AI... https://jonready.com/blog/posts/everyone-in-seattle-hates-ai.html
[04]
πŸ’» Anthropic acquires Bun
Source: Hacker News | Published: 2025-12-02 18:05 | ID: 3a120efa91d9 | | Topics: πŸ”’ Security, 🏒 Big Tech
πŸ€– AI Summary:
Hacker News discussion with 2168 points and 1063 comments. Posted 2025-12-02 18:05.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Anthropic acquires Bun... https://bun.com/blog/bun-joins-anthropic
[05]
πŸ’» Ghostty is now non-profit
Source: Hacker News | Published: 2025-12-03 18:40 | ID: 83d935bb918b | | Topics: πŸ”’ Security
πŸ€– AI Summary:
Hacker News discussion with 1298 points and 281 comments. Posted 2025-12-03 18:40.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Ghostty is now non-profit... https://mitchellh.com/writing/ghostty-non-profit
[06]
πŸ’» DeepSeek-v3.2: Pushing the frontier of open large language models [pdf]
Source: Hacker News | Published: 2025-12-01 15:48 | ID: 7b3e9c6c29d4 | | Topics: πŸ”’ Security
πŸ€– AI Summary:
Hacker News discussion with 978 points and 464 comments. Posted 2025-12-01 15:48.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: DeepSeek-v3.2: Pushing the frontier of open large language models [pdf]... https://huggingface.co/deepseek-ai/DeepSeek-V3.2/resolve/main/assets/paper.pdf
[07]
πŸ“° All the biggest news from AWS’ big tech show re:Invent 2025
Source: TechCrunch | Published: Fri, 05 Dec 2025 01:17:08 +0000 | ID: 2d8c0389f95b | | Topics: πŸ€– Ai Ml, ☁️ Cloud
πŸ€– AI Summary:
Amazon Web Services' giant tech conference re:Invent 2025 is happening this week with news ranging from chips to AI services.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: All the biggest news from AWS’ big tech show re:Invent 2025... https://techcrunch.com/2025/12/04/all-the-biggest-news-from-aws-big-tech-show-reinvent-2025/
[08]
πŸ“° Walmart-backed PhonePe winds down its Pincode app in yet another e-commerce step back
Source: TechCrunch | Published: Fri, 05 Dec 2025 11:08:12 +0000 | ID: 83bc89348c05 | | Topics: πŸ‘©β€πŸ’» Programming
πŸ€– AI Summary:
PhonePe has shut down its Pincode app over two years after its debut.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Walmart-backed PhonePe winds down its Pincode app in yet another e-commerce step back... https://techcrunch.com/2025/12/05/walmart-backed-phonepe-winds-down-its-pincode-app-in-yet-another-e-commerce-step-back/
[09]
πŸ“° Apple’s executive shake-up continues with departures of general counsel and policy head
Source: TechCrunch | Published: Thu, 04 Dec 2025 22:28:01 +0000 | ID: c68b3d6f146a | | Topics: 🏒 Big Tech
πŸ€– AI Summary:
Apple loses two more top senior executives with exits of longtime general counsel Kate Adams and environmental VP Lisa Jackson. Meta’s Jennifer Newstead is set to join as new general counsel in 2026.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Apple’s executive shake-up continues with departures of general counsel and policy head... https://techcrunch.com/2025/12/04/apples-executive-shakeup-continues-with-departures-of-general-counsel-and-policy-head/
[10]
πŸ“° Apple announces even more major executive turnover
Source: The Verge | Published: 2025-12-04T17:37:44-05:00 | ID: 1578feb61604 | | Topics: πŸ€– Ai Ml, 🏒 Big Tech
πŸ€– AI Summary:
Following the recent retirement of former COO Jeff Williams, AI chief John Giannandrea stepping down, and the departure of head of design Alan Dye for Meta, Apple announced Thursday that environmental...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Apple announces even more major executive turnover... https://www.theverge.com/news/838712/apple-policy-lead-lisa-jackson-retiring
[11]
πŸ“° Feds ask Waymo about robotaxis repeatedly passing school buses in Austin
Source: TechCrunch | Published: Thu, 04 Dec 2025 22:54:39 +0000 | ID: 0b5eb3044b6b | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
The agency already opened an investigation in October over Waymo's performance around school buses. Waymo said it issued a software update to its fleet to improve performance.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Feds ask Waymo about robotaxis repeatedly passing school buses in Austin... https://techcrunch.com/2025/12/04/feds-ask-waymo-about-robotaxis-repeatedly-passing-school-buses-in-austin/
[12]
πŸ“° Micro1, a Scale AI competitor, touts crossing $100M ARR
Source: TechCrunch | Published: Thu, 04 Dec 2025 22:45:31 +0000 | ID: 387208c6dc15 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Micro1 started the year with roughly $7 million ARR. Now, it claims to have surpassed $100 million in ARR, double what it reported in September.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Micro1, a Scale AI competitor, touts crossing $100M ARR... https://techcrunch.com/2025/12/04/micro1-a-scale-ai-competitor-touts-crossing-100m-arr/
[13]
πŸ“° Anthropic CEO weighs in on AI bubble talk and risk-taking among competitors
Source: TechCrunch | Published: Thu, 04 Dec 2025 20:22:59 +0000 | ID: f9932a0579e5 | | Topics: πŸ€– Ai Ml, 🏒 Big Tech
πŸ€– AI Summary:
Anthropic's CEO shared his thoughts on the economics of AI and the risk-taking of competitors, saying some were "YOLO-ing" with regard to spending.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Anthropic CEO weighs in on AI bubble talk and risk-taking among competitors... https://techcrunch.com/2025/12/04/anthropic-ceo-weighs-in-on-ai-bubble-talk-and-risk-taking-among-competitors/
[14]
πŸ“° Musk says new Tesla software allows texting and driving, which is illegal in most states
Source: TechCrunch | Published: Thu, 04 Dec 2025 20:06:34 +0000 | ID: db080722c289 | | Topics: 🏒 Big Tech
πŸ€– AI Summary:
Texting while driving is banned in nearly every state, even with the use of advanced driver-assistance systems like Tesla's Full Self-Driving (Supervised) software.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Musk says new Tesla software allows texting and driving, which is illegal in most states... https://techcrunch.com/2025/12/04/musk-says-new-tesla-software-allows-texting-and-driving-which-is-illegal-in-most-states/
[15]
πŸ“° In comedy of errors, men accused of wiping gov databases turned to an AI tool
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 21:51:36 +0000 | ID: df3082a8e718 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Defendants were convicted of similar crimes a decade ago. How were they cleared again?
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: In comedy of errors, men accused of wiping gov databases turned to an AI tool... https://arstechnica.com/information-technology/2025/12/previously-convicted-contractors-wiped-gov-databases-after-being-fired-feds-say/
[16]
πŸ“š Value Gradient Guidance for Flow Matching Alignment
Source: arXiv | Published: 2025-12-04 | ID: 1a8a60028cd6 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Research paper by Zhen Liu, Tim Z. Xiao, Carles Domingo-Enrich et al.. While methods exist for aligning flow matching models--a popular and effective class of generative models--with human preferences...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Value Gradient Guidance for Flow Matching Alignment... http://arxiv.org/abs/2512.05116v1
[17]
πŸ“° CDC vaccine panel realizes again it has no idea what it’s doing, delays big vote
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 20:56:44 +0000 | ID: e6253e249e27 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Today's meeting was chaotic and included garbage anti-vaccine presentations.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: CDC vaccine panel realizes again it has no idea what it’s doing, delays big vote... https://arstechnica.com/health/2025/12/cdc-vaccine-panel-realizes-again-it-has-no-idea-what-its-doing-delays-big-vote/
[18]
πŸ“° Researchers find what makes AI chatbots politically persuasive
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 20:07:20 +0000 | ID: 1d456a2b9892 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
A massive study of political persuasion shows AIs have, at best, a weak effect.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Researchers find what makes AI chatbots politically persuasive... https://arstechnica.com/science/2025/12/researchers-find-what-makes-ai-chatbots-politically-persuasive/
[19]
πŸ“š The Universal Weight Subspace Hypothesis
Source: arXiv | Published: 2025-12-04 | ID: ae803120a2ca | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Research paper by Prakhar Kaushik, Shravan Chaudhari, Ankit Vaidya et al.. We show that deep neural networks trained across diverse tasks exhibit remarkably similar low-dimensional parametric subspace...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: The Universal Weight Subspace Hypothesis... http://arxiv.org/abs/2512.05117v1
[20]
πŸ“š Deep infant brain segmentation from multi-contrast MRI
Source: arXiv | Published: 2025-12-04 | ID: c84dce25e3ed | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Research paper by Malte Hoffmann, Lilla ZΓΆllei, Adrian V. Dalca. Segmentation of magnetic resonance images (MRI) facilitates analysis of human brain development by delineating anatomical structures. H...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Deep infant brain segmentation from multi-contrast MRI... http://arxiv.org/abs/2512.05114v1
[21]
πŸ“° Chicago Tribune sues Perplexity
Source: TechCrunch | Published: Fri, 05 Dec 2025 01:20:59 +0000 | ID: c6bccaf30f55 |
πŸ€– AI Summary:
The newspaper is alleging copyright infringement and calling out Perplexity's retrieval augmented generation (RAG) as a culprit.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Chicago Tribune sues Perplexity... https://techcrunch.com/2025/12/04/chicago-tribune-sues-perplexity/
[22]
πŸ“° Nintendo’s Switch 2 Mario Kart bundle is on sale at Amazon again for $50 off
Source: The Verge | Published: 2025-12-04T17:24:13-05:00 | ID: 2133a37d745e | | Topics: πŸ€– Ai Ml, πŸ”’ Security
πŸ€– AI Summary:
One of the biggest surprises of Cyber Monday was the terrific discount we saw on the Nintendo Switch 2 Mario Kart World bundle, which dropped in price by $50. We expected the price to return to normal...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Nintendo’s Switch 2 Mario Kart bundle is on sale at Amazon again for $50 off... https://www.theverge.com/gadgets/836519/nintendo-switch-2-mario-kart-world-bundle-walmart-deal
[23]
πŸ“° ChatGPT hyped up violent stalker who believed he was β€œGod’s assassin,” DOJ says
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 18:40:36 +0000 | ID: 47ea14c3c4f4 | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
Podcaster faces up to 70 years and a $3.5 million fine for ChatGPT-linked stalking.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: ChatGPT hyped up violent stalker who believed he was β€œGod’s assassin,” DOJ says... https://arstechnica.com/tech-policy/2025/12/chatgpt-hyped-up-violent-stalker-who-believed-he-was-gods-assassin-doj-says/
[24]
πŸ“° EU fines X $140 million over β€˜deceptive’ blue checkmarks
Source: The Verge | Published: 2025-12-05T07:04:35-05:00 | ID: a7994646fba9 |
πŸ€– AI Summary:
The European Union has served Elon Musk’s X with a €120 million (about $140 million) penalty for violating the bloc’s digital service rulebook, in part for the β€œdeceptive design” of its blue checkmark...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: EU fines X $140 million over β€˜deceptive’ blue checkmarks... https://www.theverge.com/news/645154/eu-fines-x-dsa-violations-xai-elon-musk
[25]
πŸ“š Light-X: Generative 4D Video Rendering with Camera and Illumination Control
Source: arXiv | Published: 2025-12-04 | ID: 1ba48e24fbc2 |
πŸ€– AI Summary:
Research paper by Tianqi Liu, Zhaoxi Chen, Zihao Huang et al.. Recent advances in illumination control extend image-based methods to video, yet still facing a trade-off between lighting fidelity and t...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Light-X: Generative 4D Video Rendering with Camera and Illumination Control... http://arxiv.org/abs/2512.05115v1
[26]
πŸ“° Engineer proves that Kohler’s smart toilet cameras aren’t very private
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 21:23:40 +0000 | ID: 0be114e48a14 |
πŸ€– AI Summary:
Kohler is getting the scoop on people's poop.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Engineer proves that Kohler’s smart toilet cameras aren’t very private... https://arstechnica.com/gadgets/2025/12/despite-accessing-user-data-kohler-still-says-its-smart-toilet-cameras-use-e2ee/
[27]
πŸ“° Congress warned that NASA’s current plan for Artemis β€œcannot work”
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 22:54:52 +0000 | ID: 1bdcfaa901b9 |
πŸ€– AI Summary:
"The Artemis III mission and those beyond should be canceled."
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Congress warned that NASA’s current plan for Artemis β€œcannot work”... https://arstechnica.com/space/2025/12/congress-told-there-needs-to-be-consequences-for-nasa-delays-amid-chinas-rise/
[28]
πŸ“° Why won’t Steam Machine support HDMI 2.1? Digging in on the display standard drama.
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 19:53:14 +0000 | ID: 7e498aef794a |
πŸ€– AI Summary:
Valve tells Ars its "trying to unblock" limits caused by open source driver issues.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Why won’t Steam Machine support HDMI 2.1? Digging in on the display standard drama.... https://arstechnica.com/gaming/2025/12/why-wont-steam-machine-support-hdmi-2-1-digging-in-on-the-display-standard-drama/
[29]
πŸ“° OnePlus 15 finally gets FCC clearance after government shutdown delayβ€”preorders live
Source: Ars Technica - All content | Published: Thu, 04 Dec 2025 18:11:41 +0000 | ID: e9bab8f43b73 |
πŸ€– AI Summary:
The device starts at $900 and comes with a free gift for a limited time.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: OnePlus 15 finally gets FCC clearance after government shutdown delayβ€”preorders live... https://arstechnica.com/gadgets/2025/12/oneplus-15-finally-gets-fcc-clearance-after-government-shutdown-delay-preorders-live/
[30]
πŸ“° Facebook and Instagram have a new hub to help get hijacked accounts back
Source: The Verge | Published: 2025-12-05T06:08:43-05:00 | ID: 5ca220da58f2 | | Topics: 🏒 Big Tech
πŸ€– AI Summary:
Meta on Thursday announced it is launching a new, centralized support hub for Facebook and Instagram, acknowledging that getting help hasn’t always been as easy as it should be. The space will bring t...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Facebook and Instagram have a new hub to help get hijacked accounts back... https://www.theverge.com/news/838814/facebook-instagram-hijacked-accounts-hub
[31]
πŸ“° Microsoft finally has a better looking Run dialog for Windows 11
Source: The Verge | Published: 2025-12-05T04:53:15-05:00 | ID: cc0c14241590 | | Topics: 🏒 Big Tech
πŸ€– AI Summary:
Microsoft is finally updating the design of the Run dialog prompt in Windows after more than 30 years. After committing to adding a dark mode to Run, Microsoft is now testing a refreshed design that m...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Microsoft finally has a better looking Run dialog for Windows 11... https://www.theverge.com/news/838798/microsoft-windows-11-run-dialog-new-ui-dark-mode
[32]
πŸ“° Netflix is buying Warner Bros. for $83 billion
Source: The Verge | Published: 2025-12-05T03:39:02-05:00 | ID: af49ea1d6d52 |
πŸ€– AI Summary:
Netflix has announced that it’s struck a deal to acquire Warner Bros. for $82.7 billion. The purchase will go through after Warner Bros.’ planned split from Discovery, now expected to take place in Q3...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Netflix is buying Warner Bros. for $83 billion... https://www.theverge.com/news/838781/netflix-warner-bros-discover-bids-buyout
[33]
πŸ“° The best noise-canceling headphones to buy right now
Source: The Verge | Published: 2025-12-04T19:58:41-05:00 | ID: b45fe7908f9c |
πŸ€– AI Summary:
Whether you’re wearing them for the morning commute, while traveling, or if you’re simply trying to find some peace and quiet while working at home, noise-canceling headphones are a more essential pie...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: The best noise-canceling headphones to buy right now... https://www.theverge.com/21345733/best-noise-canceling-headphones
[34]
πŸ“° Pentagon’s Signalgate report finds Pete Hegseth violated military policies
Source: The Verge | Published: 2025-12-04T16:55:09-05:00 | ID: c647fa26b486 | | Topics: πŸ”§ Hardware
πŸ€– AI Summary:
It has been months since a group of Trump administration officials put together a Signal group chat to discuss classified military intelligence ahead of a military strike in Yemen while inadvertently ...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Pentagon’s Signalgate report finds Pete Hegseth violated military policies... https://www.theverge.com/news/838582/signalgate-pentagon-oig-report-pete-hegseth
[35]
πŸ—¨οΈ YouTuber accidentally crashes the rare plant market with a viral cloning technique
Source: Reddit (r/technology) | Published: 2025-12-04 20:25 | ID: 73e206f55249 |
πŸ€– AI Summary:
Reddit discussion in r/technology with 14564 upvotes and 708 comments.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: YouTuber accidentally crashes the rare plant market with a viral cloning technique... https://www.dexerto.com/youtube/youtuber-accidentally-crashes-the-rare-plant-market-with-a-viral-cloning-technique-3289808/
[36]
πŸ—¨οΈ State Department to deny visas to fact checkers and others, citing 'censorship'
Source: Reddit (r/technology) | Published: 2025-12-05 03:44 | ID: 682ebee50819 |
πŸ€– AI Summary:
Reddit discussion in r/technology with 4740 upvotes and 159 comments.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: State Department to deny visas to fact checkers and others, citing 'censorship'... https://www.npr.org/2025/12/04/nx-s1-5633444/trump-content-moderation-visas-censorship
[37]
πŸ—¨οΈ Prompt injection within GitHub Actions: Google Gemini and multiple other fortunate 500 companies vulnerable
Source: Reddit (r/programming) | Published: 2025-12-04 15:47 | ID: 9ea7edc0baf7 | | Topics: πŸ‘©β€πŸ’» Programming, 🏒 Big Tech
πŸ€– AI Summary:
Reddit discussion in r/programming with 625 upvotes and 82 comments.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Prompt injection within GitHub Actions: Google Gemini and multiple other fortunate 500 companies vulnerable... https://www.aikido.dev/blog/promptpwnd-github-actions-ai-agents
[38]
πŸ—¨οΈ [D][R] Paper Completely Ripped Off
Source: Reddit (r/MachineLearning) | Published: 2025-12-05 01:00 | ID: 27a7f83f899f | | Topics: πŸ€– Ai Ml
πŸ€– AI Summary:
I made a post a week ago, requesting advice regarding my paper, which was *allegedly* plagiarized by a few other institutions. The fact that I even have to say *allegedly* so I don't get sued is very ...
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: [D][R] Paper Completely Ripped Off... https://reddit.com/r/MachineLearning/comments/1pehf5w/dr_paper_completely_ripped_off/
[39]
πŸ—¨οΈ Remember XKCD’s legendary dependency comic? I finally built the thing we all joked about.
Source: Reddit (r/programming) | Published: 2025-12-04 15:23 | ID: 806ce4dcdc33 | | Topics: πŸ‘©β€πŸ’» Programming
πŸ€– AI Summary:
Reddit discussion in r/programming with 1193 upvotes and 118 comments.
πŸ“± Show Tweet Suggestions (1)
Check out this tech news: Remember XKCD’s legendary dependency comic? I finally built the thing we all joked about.... https://stacktower.io/