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I tested 5 Agent Observability Tools and they all Failed the Causality Test.
LangSmith, Arize Phoenix, Langfuse, LangGraph Studio, and GraphEvals + Neo4j with same scenario, same question: "Which context influenced this…
May 18
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Ashok Vishwakarma
Why LinkedIn is leaving Kafka and Why you should not be worried.
The question you should be asking is simple. If LinkedIn outgrew Kafka at 32 trillion events and you are at 10 million do you actually need Kafka.
May 16
•
Ashok Vishwakarma
1
I benchmarked 5 Languages in Kubernetes and here is what your stack actually costs.
Last month I was called into a war room for a high growth fintech client.
May 7
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Ashok Vishwakarma
2
Why Flat Logs cannot Debug AI Agents?
The $240,000 order was not a failure of the language model, prompt engineering or not even the multi agent architecture itself. It was a catastrophic…
May 4
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Ashok Vishwakarma
1
April 2026
Why AI is Forcing us back to Basic Computer Science?
The industry no longer needs thousands of junior developers who only know how to spin up a boilerplate. AI has completely commoditized the surface layer…
Apr 23
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Ashok Vishwakarma
1
1
Fine Tuning an AI Model on your Mac
The goal is to teach a tiny local AI to read executive management jargon and output the brutal engineering reality.
Apr 20
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Ashok Vishwakarma
2
Thinking about Training you own AI Model?
Read this before you make any decision. This explains the two paths you can take depending on the size of your AI Model.
Apr 17
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Ashok Vishwakarma
1
Why CUDA (Nvidia) won the AI game even when Apple built the best hardware?
AI inference is not fundamentally a compute problem. It is a data movement problem. The traditional CPU was not defeated by a lack of mathematical…
Apr 16
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Ashok Vishwakarma
1
Why AI Giants are Abandoning the Public Cloud?
The companies building frontier AI are quietly abandoning generic public cloud infrastructure. They are pouring hundreds of billions into custom…
Apr 10
•
Ashok Vishwakarma
Why Agentic AI requires Graph based Observability?
The industry is currently flooded with vendors claiming to have “solved” AI observability but when you view them through the lens of enterprise…
Apr 8
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Ashok Vishwakarma
1
The $20/$200 AI Subscription is going to be Dead?
They priced access to massive supercomputers like a Spotify subscription. You paid $20 or $200 a month, and in exchange, you got an all-you-can-eat…
Apr 2
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Ashok Vishwakarma
March 2026
A ₹500 ($5) course won't make you an AI Engineer
They claim that AI is replacing software engineers tomorrow, and if you don’t buy their “AI Mastery Guide” today, your career is over before it begins.
Mar 31
•
Ashok Vishwakarma
1
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