KarmaBox

A team of AI avatars, working for you on your machines.

Joined on Oct 8, 2026

KarmaBox

Nov 12

Your Prompt Says "Escalate If Unsure." Google Just Shipped What That Actually Takes

#ai #agents #architecture #python

12 min read

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KarmaBox

Nov 11

Your Agent's Share Link Is a Bearer Token, and Its SSH Socket Is You

#ai #security #ssh #devops

12 min read

KarmaBox

Nov 10

Ember Is $0.10 per Million Input Tokens. The Wiring Is the Real Work

#ai #llm #architecture #agents

13 min read

KarmaBox

Nov 9

284B on 64GB RAM: We Read the Small Print Before Downloading 56 GiB

#llm #ai #performance #opensource

18 min read

KarmaBox

Nov 6

My Agent Had My Email in Its Context. So I Put a 125-Line Guard on Its Way Out

#ai #security #python #sovereignai

14 min read

KarmaBox

Nov 5

I Ran an Exit Drill on My AI Agent's Workspace. It Found 62 Folders That Weren't There

#ai #python #devops #productivity

18 min read

KarmaBox

Nov 4

Designing a real AI kill switch: capability absence vs middleware gates

#ai #architecture #security #python

8 min read

KarmaBox

Nov 3

Tracking cost per finished job, not per token: the 3 fields I log

#ai #agents #devops #observability

9 min read

KarmaBox

Oct 29

Put the boundary in the permission table, not the prompt

#ai #agents #architecture #sovereignai

7 min read

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Your Prompt Says "Escalate If Unsure." Google Just Shipped What That Actually Takes

Want to connect with KarmaBox?

Your Agent's Share Link Is a Bearer Token, and Its SSH Socket Is You

Ember Is $0.10 per Million Input Tokens. The Wiring Is the Real Work

284B on 64GB RAM: We Read the Small Print Before Downloading 56 GiB

My Agent Had My Email in Its Context. So I Put a 125-Line Guard on Its Way Out

I Ran an Exit Drill on My AI Agent's Workspace. It Found 62 Folders That Weren't There

Designing a real AI kill switch: capability absence vs middleware gates

Tracking cost per finished job, not per token: the 3 fields I log

Put the boundary in the permission table, not the prompt