I'm a Software Engineer and Ethical Hacker, but mostly a tech enthusiast who likes to discover how things work by breaking them apart.

Joined September 2011
186 Photos and videos
Pinned Tweet
Introducing spikee, an open-source toolkit for testing LLM applications against prompt injection attacks that can lead to exploitation—like data exfiltration, XSS, and resource exhaustion. Easily create custom datasets to match your specific use cases. spikee.ai
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Donato Capitella retweeted
We spent the last few months overhauling our logistics infrastructure around refurbishment, and today we launched a broad set of refurbished products into the Framework Outlet. We'll be able to turn around customer returns into refurbs faster now too!
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In this video, I look at what works when running coding agents locally on Strix Halo and Radeon R9700. I cover pi and opencode running Qwen 3.6, and SWE-bench mini benchmark results: youtu.be/JyS8A-5LIY8

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youtu.be/MI0Pm1d6YF4 MTP can accelerate LLM inference 2x, especially for coding agents. This video covers what MTP is and the performance improvements you can expect for Qwen 3.6 on AMD Strix Halo & Dual Radeon 9700.
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Salerno airport is so disorganised, not able to handle border control for the ONLY flight landing. Making people wait 30 minutes to go through border control when there is only one flight
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youtu.be/h6bK1-EX42A In this video I experiment and benchmark the MI50 32GB GPU with LLM inference using llama.cpp and vLLM and copare it with AMD R9700 and Strix Halo.
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The new Framework Laptop 13 Pro is a thing of beauty! Thank you @FrameworkPuter for sending over a pre-release engineering sample to try out. Loving it, Linux works like a charm, haptic track pad is great, keyboard and screen also feel very premium!
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It finally happened to me, a coding agent nuked 1TB of models because I was distracted and trusted it, I did not check the code. LLMs are very willing to hide destructive commands everywhere they can, sooner or later this will happen to anyone :(
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Hi all, I decided to publish a channel update as it's been almost 2 months since my last video. Lots of work behind the scenes maintaining the toolbxoes and teow new series starting in May on Local AI Agents and Refurbished GPUs: youtu.be/0mXYp6d0yjw

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Donato Capitella retweeted
DC ☠️ SG1 is in the books and it was a blast! 🚀 🚀🚀
Excited to speak at DEF CON Singapore next week 🏴‍☠️ 1️⃣ Month of AI Bugs - Lessons Learned Exploiting AI Computer-Use and Coding Agents 🤖 2️⃣ Copirate 365 - Persistent Plundering in the Depths of Microsoft Copilot ☠️ Come by if you are around! 🚀🚀🚀
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Donato Capitella retweeted
Somehow sales haven't slowed down over the last few days, and we're now into Batch 11. Also, the % of Ubuntu pre-built configurations is continuing to climb!
One week after opening pre-orders, these are still selling extremely fast. We're now into Batch 10, which is our last August batch. We're going to do everything we can to scale manufacturing capacity to build these faster too!
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Donato Capitella retweeted
One week after opening pre-orders, these are still selling extremely fast. We're now into Batch 10, which is our last August batch. We're going to do everything we can to scale manufacturing capacity to build these faster too!
Framework Laptop 13 Pro is selling far above our forecast, and we've sold out of the first six batches already. Also nice validation of our approach, the Ubuntu configurations are outselling the Windows ones!
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Donato Capitella retweeted
Consequence of falling victim to the Normalization of Deviance in AI Guardrails and trusting model safeguards training by ai labs are not a replacement for security, and well, also regular engineering best practices and principles. Trust No AI embracethered.com/blog/posts…
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labs.reversec.com/posts/2026… We have been busy implementing support for multi-turn attacks like Crescendo, Echo Chamber and GOAT into spikee, making them easy to tweak and customise during security assessments of LLM applications. 📷
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Donato Capitella retweeted
The creator of Linux, Linus Torvalds, just unknowingly obliterated Elon Musk in one sentence:
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Donato Capitella retweeted
True story 🤣
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Donato Capitella retweeted
Replying to @rohanpaul_ai
I love Geoff. But he understands even less than Dario about the effects of technological revolutions on the labor market. Again, don't listen to AI scientists, as brilliant as they might be, and even less to AI CEOs, as successful as they might be, for questions of labor economics. Listen to reputable economists who have studied these things like @Ph_Aghion , @DAcemogluMIT , @erikbryn , @amcafee , @davidautor , etc.
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Just a thought: did they compare Mythos vs the recent nerfed version of Opus (with shorter thinking chains etc) or the full version? Is Mythos mostly just a version of Opus with training that removes refusals on some hacking topics?
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