Automation next level.

Joined September 2025
Photos and videos
Still seeing in end of 2025 people assesing model capabilities in chat and one shots. If you don't get how agentic workflow work, adding the right tools. Then likely you will miss 2025 core revolution in AI. And it's now more multi models. #AI #2025 #Agentic
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Coding Workflow retweeted
What if your MCP servers could provide interfaces, not just tools & data? We're designing MCP Apps with OpenAI and MCP UI, an official MCP standard for how MCP servers can provide interactive interfaces: blog.modelcontextprotocol.io…
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Coding Workflow retweeted
15 Nov 2025
MCP Specification 2025-11-25 Release Candidate: We have frozen the spec for the upcoming release of MCP. Upcoming additions are Tasks, enabling long running operations, and Client ID Metadata replacing Dynamic Client Registration as well as a lot of small ergonomics. Take a look and give us feedback in our discord and issues. We are happy to make changes based on feedback. We want to get this version right. modelcontextprotocol.io/spec…
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Claude Code 2.0.37 killed CPU 100% in Devcontainer after using --teleport.
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Owasp Released AIVSS a new method to assess risk for AI instead of CVSS scoring. Scores seem lower, which seem more logic in threat modeling. The topic is still a bit fuzzy and suffering from a lot of hype. aivss.owasp.org/ aivss.parthsohaney.online/ca… #AI #Security
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Sonnet 4.5 have major flaws, when following plans. It manage always to create havoc, despite solid specs, SDK, docs all prepared and laid out. The least it do, is telling you all done while it's 40% completion. Bad for complex long tasks.
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More than sure Claude Code Web have a "loop" detection. To detect when the model is unable to complete a task and start redoing/undoing stuck in sort of loop, unable to really finish the task.
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Claude Code cloud died trying to fix some tests. It was no more responding until Codex provided it with clear direction. It was quite stalling, refusing to do anything! And the genius Sonnet 4.5 marked them skipped and said all done 5 times.
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#Codex since few days starting using like crazy inline python scripts with very bad results. This is strange. Never noticed this before. Any one noticed this?
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DeepWiki is one of my favorite tools to explore and understand code on Github. But I found they had an MCP open and free! That's a real steal. Thanks #Cognition docs.devin.ai/work-with-devi… #AI #MCP
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MCP/Tools can't be mapped to API 1:1. May sound easy shortcut for some API lovers, but AI models can use more efficiently API's thru wrappers. Doesnt' mean CURL is the solution! You need to help the model and steer it a bit. #AI #MCP
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No one looking at #llama.ccp output? Or updating it? The Web UI had been there since a while! #AI
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VLLM support sleep mode to allow faster models switching, which is practical in constrained GPU env while testing or to save on GPU when deploying multiple models. blog.vllm.ai/2025/10/26/slee… #AI #VLLM
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