Tony Kay (@cloud_assembler) 's Twitter Profile
Tony Kay

@cloud_assembler

AI Lead, Red Hatter, automates clouds, former memory leaker, enjoys all things AI Engineering, Containers, Ansible, Python. Climbs, MTBs, trail runs, kayaks.

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linkhttps://www.cloudassembler.com calendar_today18-08-2019 15:31:26

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Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Just did a "rushed job", 12 hours of "variabilizing" #K8S manifests. All I'm say is Ansible has prettier yaml... Brain fried as seen in var names ending _url_url

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Been on OpenAI's Pro plan for 3 months now, they bill me but the account still shows up as the free plan. So calling the API breaks... Not getting any luck from their support. Anyone else seeing this, apparently I'm not alone?

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

For someone who has always been a bit weak in math, or maths as we Brits say, Weaviate's article on Distance Metrics in Vector Search was an easy read, even worked along it on paper. weaviate.io/blog/distance-…

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Really quite taken with LangChain at the moment, enjoyed this article by Molly Cantillon which is very close to something I'm looking at #AI #langchain blog.langchain.dev/building-chat-…

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

In the immortal words of Homer Simpson, more or less, _whoa, whoa, whoa, one concept at a time_ but a great thought provoking article on #RAG worth a read #AI towardsdatascience.com/forget-rag-the…

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

I cry 😢 my favorite AI Assistant Perplexity introduced advertising despite the fact I pay for it. It gave me 5 ads and, while recommending LLama 2 for text summarization, tried to sell LLama Luggage tags Time to move to perplexica? github.com/ItzCrazyKns/Pe…

I cry 😢 my favorite AI Assistant Perplexity introduced advertising despite the fact I pay for it.  It gave me 5 ads and, while recommending LLama 2 for text summarization, tried to sell LLama Luggage tags

Time to move to perplexica?  github.com/ItzCrazyKns/Pe…
Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Enjoying 10 days in Koh Tao, mixing diving with my 18-year-old Freja, who's now a PADI Instructor, and diving deeper into the many Agentic AI frameworks, especially #pydanticai

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

System, and Human, Prompts are rapidly becoming the new stored procedures, which didn't end well for those .Com database migrations. How long before the new refrain is "Works with my LLM" #AI #promptengineering #AIAgent

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

There goes the day... I was planning on working through some more PydanticAI material, and I decided on my way to browse the HuggingFace smolagents. I'm quite intrigued; both are very clean and Pythonic. I must write a few beyond hello worlds to test smolagents... #ai #AgenticAI

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Tired of using deepseek-r1 (yes i know the ollama/lm-studio are not "true" deepseek). Mistral's latest. mistral-small-24b is out. If you are on 32GB then choose your quantization wisely. No regrets on my 128GB :) marktechpost.com/2025/01/31/mis…

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

For quick, short, easy edits I'm in neovim but I'm "between IDEs" right now, Python, Ansible, markdown, asciidoc. So VSCode, Windsurf, or Cursor (or is there something else?) I really would like clean access to both remote and local LLMs

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

So temperature has always been a dial I've used crudely, both in AI programming and hotel rooms - making big changes. This article certainly helped me get a better understanding of the why, and what exactly happens when you tweak the dial #AI towardsdatascience.com/a-comprehensiv…

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Heading to New York for the AI Engineering Summit with a big focus on AI Agents tomorrow. The event for AI Engineers ai.engineer/summit/2025/sc… #AI #aie #AgenticAI

Carl Vellotti (@carlvellotti) 's Twitter Profile Photo

Every PM should be using Claude Code. So I built a HUGE course for you to learn Claude Code... IN Claude Code! 🔹 Complete guide 🔹 Make PRDs, analyze data, create decks Soon, I'll sell it for $149. For the next 24h: FREE! Follow + RT + comment "CC" & I'll DM it.

Tony Kay (@cloud_assembler) 's Twitter Profile Photo

Don't get me wrong, big fan and early adopter of #MCP from late last year. But at the same time MCP is the biggest gift to hackers since C Memory Management.