The scan was installed
Two years of agents and skills are moving onto one harness. The first change in review is the security check that was installed and had never run.
securityaios
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Technical depth, practical patterns, and lessons from 30 years of building enterprise systems. No fluff.
Build log: CopernicIQ on the Spark
October 23 to 26: an always-on decision agent on the DGX Spark, a self-updating AI Control Panel, a pruned agent harness and an ask-first voice rule.
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Private is a list you can check
Private means a list you can check. Encryption, no public exposure, a backup you have restored, and a raw file that stays in the room.
securitysafeguardsRead the post
Zero tokens to run the panel
My AI Control Panel runs on my own machine, spends zero tokens, and launches Claude Code, Codex or a plain chat on a local model on the DGX Spark.
aioslocal-aiRead the post
A passing test that proves nothing
76 tests in one of my suites could pass without proving anything. What the E2E Test Hub does about that, and about tests aimed at the wrong place.
testingagentsRead the post
The agent needed somewhere to put the screenshot
Coding agents put 13,000 internal images in public GitHub repos to finish a task. Nothing was broken. What I check on my own machine because of it.
securityagentsRead the post
What left the machine
I run 4 AI coding CLIs and could not say what they sent off my machine. So I built a local panel that reads their own files and lists it.
aiossecurityRead the post
Watching usage like a gas gauge
One task used 30% of my weekly usage. I am watching usage like a gas gauge now.
aiosusageRead the post
Tamagotchis with API keys
We are raising Tamagotchis again. They just have API keys.
agentsRead the post
Ask for the payload, not the policy
Every AI vendor will hand you a SOC 2 report. Almost none of them can tell you what was actually in the context window.
complianceintegrationRead the post
The first system that is not allowed to be wrong
Most AI pilots do not fail on the model. They fail at the first system that is not allowed to be wrong.
integrationcomplianceRead the post
What an AIOS actually is
An AI operating system is not the model. It is the layer that manages context, routes work, and keeps the next automation cheaper than the last.
aiosRead the post
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