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Most AI agent security failures share the same root cause: credential scope. The agent gets broad access — production database, email write, social accounts, cloud admin — because scoping takes engineering time and the demo needs to impress. The secure pattern: - Read-only research agent - Human approval queue for all write actions - Narrow write worker with short-lived, self-revoking credentials - Immutable audit log that the agent cannot delete or modify Without this separation, you are not deploying infrastructure. You are deploying a demo with production keys.
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Replying to @kunchenguid
I last touched it almost 2 months ago now. Current models are already great paired with /goal loops so have less use today. Primarily for better results. First iteration was to mimic my product triad swarming. PM Design Eng. I did it mainly for ideation, researching and scoping down implementation details. Main purpose was to synthetize across Claude/GPT models. I've hooked it up as an Openclaw plugin so my agent can craft the command and run it.
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🫣Prince DJ🫣 retweeted
Scoping the scenery out in the midst of masturbating 👀 onlyfans.com/thedivinemekuto
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Replying to @K_Osieglewski
well they are being proactive. he's watching people, possible scoping out a pickpocket, etc. so they are letting him know they see him.
'💡 Future-proofing Aus innovation! The #CRC Round 28 scoping paper is live, featuring a $50M #AI #Accelerator focus to drive commercialisation in #healthcare, #agtech, #manufacturing & more. Opens early 2027—start collaborating today! More info bit.ly/445zueU
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Fable is so expensive that I try to one shot everything instead of the usual back and forwarth scoping I do with Opus. As a result Opus produces better more expected code. Interesting factor of model capability I hadn't considered before
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Replying to @washghost1
Some restaurant owner is scoping these dumpsters out now. It will be on your next menu order 😂.
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Yeah I want to but was just scoping out options. Does the mesh being different actually change anything?
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Ann Curry retweeted
Had a routine scoping procedure in 2018 or later? Patients are reporting serious infections and other complications after scope procedures like colonoscopies. Developed an infection, internal injury, or another serious complication after a routine scoping procedure? Learn More.
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Replying to @kenzietuff
My boy was scoping out Cats earlier 😎
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Replying to @ClaudeDevs
This is huge for teams. The piece I'd love to see emphasized more is scoping what a managed agent can touch by default. Auto-deploying agents is powerful, but least-privilege on the API token plus an audit trail of what the agent actually ran is what makes me comfortable shipping to prod. Anyone landed on a clean pattern for per-agent permission boundaries yet?
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Replying to @ActionMatter
Is the scoping technique-causing the infections? Or, I believe that the COVID vaccines have other side effects from what was in some of the vaccines to begin with! There are some horrible people out there. They need to be caught and punished!
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Replying to @YaOnlyLivvOnce
Scoping out Iyo Sky for a defence? Unlikely as you dont have defences
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Replying to @poolsideillari
As a diamond reaper main (idk your rank) you need to save coach gun for after he wraiths, you can bait wraith by using Dynamite to burn him, and practice shots without scoping. He won't give you time to scope. If you mean what Heroes you can play Cass Is a good reaper counter
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Replying to @azuremoonEA
-* Mesečina arrives at the scene with Apche [@042_LivingIdol] in her arms, silently scoping out the scene and analyzing whether or not it would be appropriate for her friend to reintroduce himself to these.. semi-familiar faces. -* ...
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Bro, NGL you should get an account and get verified. I bought 3 sets of brand new maytag washers and driers off an auction on there for 208 bucks. You should always be scoping.
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@Byzness scoping my finds!
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