Ryan Cook (@cookrn) profile picture

Agentic software engineering @DaltonMillsAI. Localist. Global perspective. Whimsy.

Colorado, USA
Joined February 2008
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For the last few days, I’ve been using /poteto-mode to help with hill-climbing improvements to the agent we’re building into @DaltonMillsAI. It’s been a huge help teaching agents how to coordinate the process and measure at each step.
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This has got to be an all-time post. Invokes childhood very viscerally, and is a good reminder of the safe and comforting environment you can create as a parent. Show the kids that the living of life is fun and you are ready for them when they need you.
I feel like my kids like that I am always up puttering around. I am always there and available. At night, they can see the lamp of my office and hear me making a hullabaloo and clacking away at my desk as they lie tucked in their beds. They will often get up and come in with sleep in their eyes to ask me to tuck them back in. In the morning, when they climb out of bed they can hear my wife and me making coffee and chit-chatting or unloading the dishwasher. I remember lying in bed as a kid and hearing the grownups talking and laughing sitting around the table over the tinkling of spoons in coffee mugs. When I think back on it, many of my most prized memories are memories of a feeling, a mood. The feeling then was that I belonged in a family of people who had always been there and who would always be there. My own cast of characters. I knew when I padded out to them in my pajamas they would all turn to look and smile at me and someone would pull me onto their lap and hold me close.
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The US should have spent the entirety of our COVID stimulus on nuclear reactors
Nothing makes me more bullish about the US than the thought of bringing back nuclear power. An economy is a machine for turning energy into wealth, and without energy, it all comes to a halt.
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The world needs more dad-posting. It’s terribly hard to go back and look at photos of my kiddo from a few years ago. It makes me realize how much I’ve forgotten. The little moments are so fleeting but the most impactful.
I understand it. Probably my only ‘real fear’ in life. When you become a dad, you experience a whole new form of love. You feel it when you see their smiles, hear their laughter, or get a hug from them. When they fall asleep on top of you. When they play together or do something sweet for someone else. When you just sit there watching them have fun with your wife, their mom. You don’t want any of it to ever end. And that’s probably my only genuine deep fear in life. Because it will end. They won’t stay little forever. They won’t need you the way they need you now. And one day you’ll be gone too. And one day, nobody will even remember these moments. It scares the hell out of me. And there’s no solution. Whenever this fear hits me, I remind myself to be there in every moment. To have that extra patience to actually enjoy everything. And when I finish reading that bedtime book, even though im tired as well, and they ask for one more I read that extra book or read another chapter.
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One of the things I’ve been experimenting with is having multiple persistent agents with their own communications channels. I’m using A2A between Hermes and OpenClaw and Hermes Peering between Hermes instances.
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A2A is somewhat broken due to implementation incompatibilities related to the “respondImmediately” flag. Hermes peering is flawless.
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This is all setup on a Tailnet. Skills have been teaching the agents how to do file sharing with “tailscale serve”.
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Ok @grok, are folks using Claude Code subscriptions to drive agents/harnesses like Hermes or OpenClaw or is that still blocked? If so, how?
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I don’t think people realize how good their cities could be if they fixed their planning/permit departments.
I am 1 year in to opening drive thru coffee stores in California I’m blown away by how far apart the planning departments are from the residents Many concepts are spending years to get approvals. Enormous development hurdles. Then they open and are overwhelmed with business.
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I think I’ve been going about OpenAI usage all wrong. In my head I’ve been equating Opus and Sol for most tasks. Talking to a friend last night, and he said I should be comparing Astra and Opus, that Sol optimizes too much for fast completion.
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Another experiment this week: comparing different models for a specific phase of an agent. Using a standard set of prompts, we captured repeated control and experimental measurements for using Haiku instead of Luna during a tool-selection pass. Haiku selected tools similarly or better but almost twice as fast. Due to how the tool data is tokenized though, there was a 30% cost increase. We rolled it out. Important to break down the parts and measure them on their own!
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Will be interesting to start to compare open weights models as well in the future.
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The AI security apocalypse will be an interesting forcing function for AI adoption. Businesses will not be able to combat the attacks at the velocity they will start coming and will need to use AI to keep up.
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Are folks using @claudeai subscriptions with Hermes or OpenClaw again?
Canceling 8 x ChatGPT 500 subs w/@OpenAI. If you value your time, then OpenAI just isn't it right now. Poor service availability, and inference is super, super slow. This isn't even about model quality; the problems go far beyond that. @claudeai is 100/100 better choice right now, faster inferencing, better availability and the models are better too.
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This is one of the more interesting ones I’ve heard! Allow retirees who don’t need SS to forego it or give it to children in exchange for other benefits.
Replying to @WillManidis
Yea this plus IRS changes. Examples: 1) allow mass affluent Boomers to easily pass retirement money to kids/grandkids 2) rich Boomers that forgo SS/MA all together get big tax deduction and/or higher lifetime gift limit 3) make Boomer mortgages transferable to first-time buyers
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Running a process like this in the past was always fun/educational, but also time consuming. Teaching agents how to do it well just relentlessly improves performance pretty easily. Pick the top 5 most used parts of your app and run it.
For the last few days, I’ve been using /poteto-mode to help with hill-climbing improvements to the agent we’re building into @DaltonMillsAI. It’s been a huge help teaching agents how to coordinate the process and measure at each step.
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Maybe one of the worst cold emails I’ve ever gotten
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Is anyone doing sovereign wealth funds with AI yet? I wonder if we should be treating AI more like minerals from public lands due to the potential for labor disruption.
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In this scenario, one other question would be: what is an AI company? We shouldn’t leave any room for games around this definition. I’d say any company developing models, offering inference as a product/service, or whose hardware components are critical to those industries.
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Obviously this is all hypothetical. I’m not sure if I’m sold on this path, but I do like the aligned incentives as compared to heavy taxation. Surely there are other models out there too that are worth considering!
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