Allowing agentic to touch production is a significant oversight.

We would love feedback from anyone building multi-agent systems

Sandbox everything, individually, including the orchestrator and operator, short agent lifecycle with agent specific credentials that die with the agent and multi-pass validation of execution stages with agentic quorum oversight.

That said, I am not going to test your software. Good luck.

And that is 99.9% of HR, accounting, and every social media related company.

Some were low IQ but had power and money. Some were busy. Some did not want to put any additional effort because the relationship permitted them to be informal, lazy, brief.

In person and with contracts they were extremely diligent with their words.

had it been 14 you would have a torrent of ill will where no excuse or response would have been sufficient in the minds of those who fail at life.

We must secure equal forgiveness for the people and the future inadvertent online mistakes.

about a sprint's level of effort.

Pray they do not realign them further.

There are times I require single word answers. I will use whatever model responds as I desire and at this point those models are just a few.

"I'm not a gamer"

receipt: watch?v=o0hMSekk4XE

We are one console cycle away from fully AI generated gaming worlds and systems.

Their best bet is to make everyone a developer, let anyone build and launch games from their own console, and take a cut as a walled garden/ecosystem.

The human element cannot be recreated because the human element that created the beast becomes further removed and only the beast remains.

I say beast to provide a tell that what I write is 'human'.

I think you are looking is the signal separated from the noise. I read technical documents very quickly while having very high retention and comprehension. The AI slop and AI content generation is pushing my limits.

'AI summarization' is what I naturally or learned to do growing up. I read your request as 'human readable format' being something more conversational or perhaps with known intent: inform the human.

It is not possible. Socratic method is the better path to learning. AI can make it easier.

Suggestion: AI, summarize and then ask me questions about this topic in increasingly more difficult questions, and after passing the depth of this document push further into the deeper fundamentals and first principals of the topic.

Them is a universal variable you already injected.

Investing 6 hours into applying for a position should warrant a response beyond 'we are going to pass'

someone did a webcam + agentic + capture of other computer bios/boot -> upload to image model -> back to agent