Some of the takes in this article relate to the "Agent Native Architecture" (https://every.to/guides/agent-native), an article that I critiqued quite heavily for being AI generated. This article presents many of the concepts explored there in a real-world, pragmatic lens. In this case, the author brings up how initially they wanted their agent to invoke specific pre-made scripts but ultimately found out that letting go of the process is where the inner model intelligence was able to really shine. In this case, parity, the property whereby anything a human can do an agent can do was achieved most powerfully buy simply giving the agent a browser-use agent which cracked open the whole web for the agent to navigate through.
The gradual improvement property of agent native architectures was also directly mentioned by the article, where the author commented on giving the model more and more context allowed him to “feel the AGI”.
ClawdBot is often reduced to “just AI and cron” but that might be overly reductive in the same way that one could call it a “GPT wrapper” in the same way that one could call a laptop an “electricity wrapper”. It seems like the scheduler is a significant aspect of what makes ClawdBot so powerful. For example the author, instead of looking for sophisticated scraper apps online to monitor prices of certain items will simply ask ClawdBot something like: “Hey, monitor hotel prices” and ClawdBot will handle the rest asynchronously and communicate back with the author over slack. Any performance issues due to repeated agent invocations are ameliorated by problem context and runbooks that are automatically generated and probably cost less time than maintaining pipelines written in plain code for a single individual who wants a hands-off agent solution.
Also, the article actually explains the obsessions with Mac Mini’s which I thought was some kind of convoluted scam (though apple doesn’t need scams to sell Macs…). Essentially you need it to run a browser or multiple browsers for your agents. Unfortunately that’s the state of the modern web.
I actually have my own note taking system and a pipeline to give me an overview of all of the concepts, blogs and daily events that have happened over the past week for me to look at. But it is much more rigid than ClawdBot: 1) I can only access it from my laptop, 2) it only supports text at the moment, 3) the actions that I can take are hard coded as opposed to agent-refined and naturally occuring (e.g. tweet pipeline, lessons pipeline, youtube video pipeline), 4) there’s no intelligent scheduler logic or agent at all so I manually run the script every evening. Something like ClawdBot could replace this whole pipeline.
Long story short, I need to try this out at some point.