The Agentic Stack
Ashu KumarAshu 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.
| Platform |  | Pricing | Only free issues | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 58 | Founded | 10 months ago | Last Issue | 6 days ago |
| Active | |||||
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The Incident Triage Agent
A production blueprint for turning alerts, logs, run-books, and ownership into a safe escalation plan.
An alert fires at 2:13 a.m.
The on-call engineer opens the usual five tabs.
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How Much Damage Can One AI Agent Cause?
Every AI agent mistake does not carry the same risk.
A wrong answer can confuse a user, but a wrong tool call can move money, change permissions, or break production.
Before giving an agent more autonomy, ask one question: how much dama...
Your Agent Passed the Eval and Still Failed Production
The eval dashboard was green.
The agent passed the golden dataset.
It answered the test questions correctly.
It chose the right tool in the happy-path workflows.
It stayed inside policy on the examples the team had prepared.
The de...
Your AI Agent Has Too Much API Access
The fastest way to make an AI agent useful is to give it tools.
Let it search documents.
Read tickets.
Query databases.
Send emails.
Update CRMs.
Create tasks.
Trigger workflows.
Call internal APIs.
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5 Signs Your AI Agent Is Moving Work, Not Solving the Problem
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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Authors
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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