Data + AI |SigmaPlex | Build SOLO | ISB Certified AI Leader | https://nitter.cf/t.co/FBP3juBmgf | https://nitter.cf/t.co/V4yuoiYf0B Building products out of ideas💡
Hyderabad, India
Joined May 2016
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AI agents pick tools from the name, description, and schema you give them. Treat those fields like docs for someone who never saw your code. Vague text means wrong calls. Clear text means the right tool.
modelcontextprotocol.io/docs…
#AI #MCP
ALT Model Context Protocol documentation preview image
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Counting things by hand is slow.
Counter does it for you:
from collections import Counter
words = "a b a c b a".split()
print(Counter(words).most_common(2))
# [('a', 3), ('b', 2)]
It works on any iterable. #DailyTips #Python
Google just announced Gemini 4 Argon. New frontier model aimed at long coding tasks and hard multi-step jobs. Trusted cyber defenders get it first. Paid API and Ultra users next.
blog.google/innovation-and-a…
#AI
ALT Gemini 4 Argon announcement key art from Google
An LLM bill tells you how much, not why. I built Vyaya to find the why.
It's a self-hosted, OpenAI-compatible proxy. Five rule-based detectors flag retry storms, ghost outputs and schema failures, with evidence and a fix.
github.com/pisigmac/vyaya
#LLM #opensource
ALT Vyaya dashboard with spend, detected waste and recommended fixes, using demo data.
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20 free AI courses from Harvard, MIT, Stanford, Berkeley and CMU. The lectures are free to watch on YouTube. Here is the list, 4 from each school 👇
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5. CMU
11-785 Intro to Deep Learning: recurrent networks, what a network can represent, and transformers and GNNs.
deeplearning.cs.cmu.edu/
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One honest limit: it is not an OpenID Connect server, so tools that expect that won't plug in directly. It's a plain JSON and token API. If that fits what you build, it's the simplest thing I've found.
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It's open source, with a TypeScript SDK and Docker setup. Take a look, and tell me what you'd want added: github.com/pisigmac/DeskId
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