
Ashu Kumar leads product strategy for OCI DevOps, Functions, and OKE at Oracle, focusing on Generative AI, Agentic AI, and intelligent automation to redefine developer experiences.
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Your AI agent can close the ticket.
It can update the CRM.
Summarize the thread.
Route the escalation.
Draft the response.
Trigger the next workflow.
Mark the task complete.
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You built a chatbot.
Then someone asked it to do work.
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That is where the architecture changed.
At first, the system looked simple. A user...
The AI agent demo usually works.
That is what makes it dangerous.
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Not because the demo is fake. Not because the builders are careless. Not...
The next enterprise AI failure will not look like a chatbot giving a weird answer.
It will look like this: A product team ships an internal AI agent that can create Jira tickets, summarize Slack threads, open GitHub pull requests, query in...
Most AI agent failures do not begin as disasters.
They begin as small mistakes.
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A tool call returns incomplete data.
The agent retries w...
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The writers behind this newsletter.
I write the production playbook for AI agents: architecture, evals, observability, FinOps, and safety. Principal PM @ Oracle, ex-founder.
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