Agents
13 articles in “Agents”.
How To: Build an AWS Budget SandboxAgent on kagent + Agent Substrate
I already wrote the why — why secure sandbox substrates are the future. This one is the how. Same agent, but from the build side: every object you apply, where …
A GCP Budget SandboxAgent on kagent — and the Value of an Agent That Says "Unavailable"
This is the GCP sibling of my AWS budget SandboxAgent: a gVisor-isolated agent that answers What’s our us-east1 spend this month, and are we over …
A ServiceNow Triage SandboxAgent on kagent — Where Write Tools Belong
Every ITSM demo I’ve ever sat through answers “how many tickets are open.” That’s a COUNT(*). The actual manager question is harder: …
Asking My Home FortiGate Questions: A gVisor SandboxAgent on kagent
My AWS and GCP budget agents read cloud bills. This one reads something with considerably more consequence in my house: the firewall my family’s internet …
An F5 BIG-IP SandboxAgent on kagent: 19 VIPs, 2 Up, and 18 Tool Calls to Find Out Why
The other four agents in this series answer what is the state of things — AWS spend, GCP quota, open tickets, firewall policy. This one answers something …
Graph Engineering on Kubernetes: kagent + Agent Substrate
Graph Engineering on Kubernetes: kagent + Agent Substrate By Sebastian Maniak Here’s a familiar pattern. You stand up a few agents, each in its own pod. …
Code Share: Deploy kagent with Agent Substrate
Code Share: Deploy kagent with Agent Substrate By Sebastian Maniak Agent sessions are bursty. A user asks a question, the agent thinks for a few seconds, then …
Suspend & Resume Stateful Agents: kagent on Agent Substrate with kind
Suspend & Resume Stateful Agents: kagent on Agent Substrate with kind By Sebastian Maniak Agent sessions are bursty. A user asks a question, the agent …
Running kagent on a kind Cluster with a Local vLLM + Qwen3 Backend
Running kagent on a kind Cluster with a Local vLLM + Qwen3 Backend By Sebastian Maniak Most kagent walkthroughs assume you’re pointing at OpenAI or …
Managing FortiGate Firewalls from Telegram with AI, MCP, and kagent
Managing FortiGate Firewalls from Telegram with AI, MCP, and kagent By Sebastian Maniak What if you could query your FortiGate firewall from Telegram? Not by …
Managing F5 BIG-IP from Telegram with an AI Agent, MCP, and kagent
Managing F5 BIG-IP from Telegram with an AI Agent, MCP, and kagent By Sebastian Maniak What if you could manage your F5 BIG-IP load balancer from Telegram? Not …
Building a Telegram Bot for Your Kubernetes Cluster with kagent and A2A
Building a Telegram Bot for Your Kubernetes Cluster with kagent and A2A By Sebastian Maniak What if you could manage your Kubernetes cluster from Telegram? Not …
Human-in-the-Loop: Building AI Agents You Can Actually Trust on Kubernetes
Human-in-the-Loop: Building AI Agents You Can Actually Trust on Kubernetes By Sebastian Maniak AI agents are getting good — really good — at taking autonomous …