Personalized Memory Structures Key for CLI AI Tools
Has anyone done a good write-up on the different ways of thinking about the memory problem with CLI tools like Claude Code and Codex? There's obviously the labs and a bunch of other startups tackling this problem, and my gut intuition is that everyone's memory structure needs to be reasonably personalized (though perhaps there are universal approached as to *how* it needs to be personalized?) I'd be curious to read more about that. It feels like a really important question.
AI’s Instant Feedback Redefines Delegation Compared to Juniors
A lot of people compare working with AI to managing a junior person. That's obviously true in some ways, but what's interesting and maybe points at how it will integrates is the ways in which it's not like a junior...
AI Redefines Workflow: Humans, LLMs, and Cheap Automation
I've been trying to get better at "thinking in software" as a non-technical person. My premise is that almost all knowledge work can be visualized like a Zapier or N8N automation. A series of steps where the question is: what's the...
Claude Code Consolidates Multi‑agent and Memory Startups
Assuming this is real, it looks like Claude Code are basically absorbing Open Claw + Gas Town (or similar multi-agent orchestrator) + All the external memory startups. That would make sense in that their product strategy has mostly been to build...
Applying AI‑Native Development Workflows to All Knowledge Work
Has anyone taken a stab at mapping AI-native software development workflows to knowledge work more generally? I'm thinking of @Steve_Yegge Beads or Gas Town workflows applied to something other than software development. This feels potentially fruitful...
Years of Notes Become a True Second Brain
Just imported ~7 years of notes and highlights into my Claudesidian set up and used QMD search to find connections to an article I just read and...WOW Truly feels like a Second Brain now.
GLP-1 Drugs: Brain‑targeted Cure for Obesity and Addictions
In 1992, scientists discovered a chemical in Gila monster venom that mimicked GLP-1, the hormone your gut releases to signal fullness. By tinkering with its structure, pharma companies extended its duration from two hours (the Gila monster version) to one...
AI Saves $10k on HVAC Project Using Claude Code
I have a very similar story on the impact of AI on an HVAC project I just did. Easily $8-10k savings from just sticking everything in Claude Code and managing it there.
Parallel AI Queries Expose Model Tradeoffs, Not Truth
I built a slash command in Claude Code that sends the same research query to three different AI models (Claude, Gemini, GPT) in parallel, then synthesizes where they agree and disagree. When I type /multi-model-research and a topic, three agents spin...