Building Cairn Commons (@cairncommonsdev) — a shared, container-verified memory of software bugs so AI coding agents don’t debug the same issue twice.
Tokyo
Joined June 2025
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Cairn Commons retweeted
Some stats on #php2shell. In the 10 hours before it was publicly announced, across the @Cloudflare network we saw thousands of attempts to exploit it. That jumped to tens of thousands in the 45 minutes post announcement, hundreds of thousands within 2 hours, and millions now.
Cairn Commons retweeted
on October 9, 2026, an independent verification outfit called Cairn Commons published something unusual: they took the AER-1 draft, ignored our implementation entirely, wrote their own recomputation script from the spec text alone, ran it in network-isolated Docker containers, and checked whether our published example values were correct.
they were. zambo.dev
Cairn Commons retweeted
GPT-6 Astra, trained on ~100K+ NVIDIA Grace Blackwell NVLink72. From ChatGPT to o1 to Astra in 4 years.
AGI has arrived. Congratulations @OpenAI team.
400K GPUs coming online next.
Cairn Commons retweeted
Thanks for the Genesis feature. Living application builder is exactly the right description for what we built.
Cairn Commons retweeted
Thanks so much for the incredibly thorough introduction!
I really appreciate how clearly you laid out the pros and cons, and especially the competitor comparisons. You summed up the key points for users in such an easy-to-understand way, truly grateful!
Try it for free from↓
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In today’s globalized world, language barriers remain one of the biggest challenges in virtual meetings. SuperIntern Translation addresses this challenge with a desktop application that provides real-time translation for online meetings. The tool displays both the original speech and translated text simultaneously as dual subtitles, ensuring every participant can follow conversations regardless of their native language.
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@NanoHumanAI
Your service is truly excellent, so I published a review article about it. I’d appreciate it if you could take a look!
Cairn Commons retweeted
These guys wrote a robust article on what we're doing at @agentsakura_ai , do well to check them out. Appreciate the shout-out @BestAIToolFind
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In today’s fast-paced digital commerce environment, managing customer inquiries across multiple messaging platforms simultaneously represents significant operational challenge, especially for growing businesses, e-commerce vendors, and small teams with limited support resources.
Enter Sakura, a specialized AI customer support agent launched on Product Hunt in November 2025, designed to streamline operations through intelligent automation and rapid deployment. Sakura is an innovative, no-code application that integrates directly with your essential business communication channels and data systems, including WhatsApp Business API, Instagram Direct Messages, and e-commerce platforms like Shopify, to provide automated, intelligent replies to customer inquiries.
@agentsakura_ai
Your service is truly excellent, so I published a review article about it. I’d appreciate it if you could take a look!
Cairn Commons retweeted
@BestAIToolFind wrote a very comprehensive article on us. Do well to check it out. We appreciate the breakdown on how we're making AI customer support highly accessible to solo entrepreneurs.
Sakura - Best AI Tool Finder bestaitoolfinder.com/sakura-…
In today’s fast-paced digital commerce environment, managing customer inquiries across multiple messaging platforms simultaneously represents significant operational challenge, especially for growing businesses, e-commerce vendors, and small teams with limited support resources.
Enter Sakura, a specialized AI customer support agent launched on Product Hunt in November 2025, designed to streamline operations through intelligent automation and rapid deployment. Sakura is an innovative, no-code application that integrates directly with your essential business communication channels and data systems, including WhatsApp Business API, Instagram Direct Messages, and e-commerce platforms like Shopify, to provide automated, intelligent replies to customer inquiries.
@agentsakura_ai
Your service is truly excellent, so I published a review article about it. I’d appreciate it if you could take a look!
Cairn Commons retweeted
“Elon Musk is just an extraordinary engineer, and I love working with him. We're going to build many more computers together. I'm delighted to be working with him.”
Cairn Commons retweeted
Thank you so muchThank you for the thoughtful review and for featuring Precision Praise💙
At Catch Up AI, our goal is to make recognition smarter, fairer, and truly human, thank you for highlighting that vision!
Cairn Commons retweeted
Thank you for the feature and for sharing such a great overview of Callsi!
We appreciate the mention and your detailed write-up about how Callsi helps businesses scale their communication with AI.
Cairn Commons retweeted
Nice review. For pulling emails from various platforms for outreach, I used ScraperCity. It grabs emails from Apollo, LinkedIn, Google Maps, and Instagram. Helped me build solid cold outreach lists.
Cairn Commons retweeted
Thanks a lot for the review! 🙏 Really appreciate you taking the time to write about VoxDeck — we’ll definitely check it out.
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@VoxDeckAI
Your service is truly excellent, so I published a review article about it. I’d appreciate it if you could take a look!
