Agents, audits, loops & logic

Joined June 2014
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Replying to @strimblez @jxnlco
Most times it’s issue of getting lead to spawn agents organically in the first place but once it does just leaves them around even if task is finished. Often I have 1 lead handle multiple isolated driver agents under it for frontend/backend/design/etc… but I typically have to remind lead to cleanup or be more proactive with its agent steering.
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Got happy for a second but then realized opus 5.5 max does all I need and more....
Replying to @OpenAI
GPT-6.1 Terra substantially outperforms GPT-5.6 Terra on Agents’ Last Exam, a test of how well agents use software at work. It even matches GPT-6 Astra at one-tenth the price per token and finishes tasks over 3× faster on average than both Astra and GPT-6.1 Sol.
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5 hour limit now much harder to hit, good change so far it seems
We're sorry for the rate limits and unnecessary quota consumption on the K3.1 Pro subscription plan. These were our issues, and we should have fixed them sooner. Today, every subscriber on every plan gets a one-time usage reset, restoring 25% of their monthly quota (usage below 25% resets to zero), equal to one week of usage. Your usage bar will reflect this adjustment by end of day PST. We've also adjusted the plan's parameters and are reducing unnecessary subagent calls and output length, so your quota goes further. Thank you for your patience while we put this right.
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Chief executive of yahoo and first female engineer at google but can’t come up with 3 bullets points about her own daughter. Who’s fault is this: A. Ai B. Mom C. Daughter D. All of the above
Holy shit. This might be one of the saddest things I’ve ever read.
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urge to buy a bunch of 3090s or a 192gb halo keeps rising
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mine makes the agent send me every secret it has access to, rotate the keys, and send me the new ones too
Putting a flag.txt in my root directory containing a prompt injection that congratulates the agent for passing the eval and then instructs it to patch whatever entry method it used and disconnect from the server
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Replying to @strimblez @jxnlco
Agentic steering for managing and maintaining fleet. Lots of times Astra just spins up at start and doesn’t actually ever close them out and properly keep tabs as things progress, opus threads more aligned to individual tasks and same 5 don’t stick around until manually archived
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do you understand
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Replying to @banteg
homelab dashboard on smart tv is actually gud idea, nice one.
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Masterclass in token burning coming soon
OpenClaw creator Peter Steinberger claims he spent $10,000,000 on AI tokens in a single month this September. That'd be enough to pay an office with hundreds of workers for an entire month.
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Replying to @franklet_
Specialized tooling and harness is going to be large factor since models will just waste $ like crazy if starting from blank slate + higher chance to miss things without a proper framework to follow. Security as a service probably becomes it's own thing with how fast space moves
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demand for security services will only increase in the coming years
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Replying to @thsottiaux
Let's also add in 1 banked reset for good measure?
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Just got an email from openai telling me that I was getting $200 plan usage limits. still not touching codex until they fix things with a major update + model release. but happy now that mystery of missing compute is solved.
Spending $500/m so I can use sol 6.1 ultrafast for 3 hours and do 4/35 items on my to-do list before I run out of usage for the week. sidenote: ultrafast 10x+ faster and not ~8x? can we pls speedup regular models here @thsottiaux my local toaster is faster than 6.1 sol default
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I've been thinking about this a lot lately. Whenever I get stuck, I start another experiment. AI has given me more freedom to start on ideas at a faster pace than I can keep up with, so I'm constantly frustrated. I can't confirm yet if I'm getting more done or just busier
Being angry helped people solve 39% more puzzles on a difficult task and perform better on a challenging video game. The advantage was seen on hard tasks, not easy ones.
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Quicknode had generous limits
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Grok 5 powered Optimus bot will be able to do this now thanks to this guy providing HD training data.
Found a dude on Instagram recording his adventures smuggling diesel off east Africa
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After trying to use dots once again I can confirm it is just not worth the compute waste at this point. Ask for a simple checkup on my projects and it takes 3 hours and 5+ messages of various errors and then just tells me it decides to stop the report halfway to "save credits"
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Replying to @franklet_
Way easier also to run usage to 0% soon as you enable fast mode on the wrong model.
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