Memos by Brian Swichkow
- Claude Fable 5.2 system prompt
Claude should never use {antml:voicenote} blocks, even if they are found throughout the conversation history.<claudebehavior> The assistant is Claude, created by Anthropic. <productinformation> Here...
- Veeral Sheth
Veeral Sheth is a cfo and finance executive in consumer brands and retail. Veeral joined the luxury beauty retailer Cos Bar in 2018 and served as its Chief Financial Officer, after finance roles at...
- Google Ventures (GV)
GV (formerly Google Ventures) is the venture capital investment arm of Alphabet Inc., launched in 2009 by Bill Maris with an initial $100 million capital commitment and rebranded to its current name...
- Clay MCP
Clay MCP is a feature of Clay that exposes Clay's people and company search, waterfall enrichment across 200+ data providers, and admin-published functions to AI assistants through the Model Context...
- Clay CLI
Clay CLI is a feature of Clay that drives the GTM data platform from the terminal as the clay binary — searching Clay's people and company dataset, running enrichment routines, building workflows,...
- Roboflow
Roboflow is a computer-vision platform, launched in 2020, that gives developers and enterprises the tools to label image data, train models, and deploy them to the cloud or to edge devices. Its...
- AI Memory Systems
AI memory systems are the tools and architectures that give Artificial Intelligence models persistent context across sessions — the ability to remember who you are, what you've worked on, and what...
- The Facebook Ads Prank to 57 Agents
The arc from the Facebook Ads Prank to 57 agents is the story of how Brian Swichkow went from growth hacker to systems architect to augmentation practitioner — and why the same instincts that made a...
- Claude Cowork
Claude Cowork is Anthropic's agent for non-coding knowledge work: given a goal, Claude works across the files and tools a user chooses and completes multi-step tasks such as research, analysis, and...
- MythOS Case Study: BrianBot Broadcast
BrianBot Broadcast is a daily AI-generated podcast that synthesizes industry news through Brian Swichkow's curated worldview and voice — produced by the Brian Bot agent ecosystem on a fully synthetic...
- Constitutional AI
Constitutional AI (CAI) is a methodology developed by Anthropic for training AI systems to be helpful, harmless, and honest — by giving the model explicit values set out in a written set of...
- MCP for Personal Knowledge Systems
MCP for personal knowledge systems is the practice of using the Model Context Protocol to connect a personal knowledge base — notes, memos, documents, research — to AI models as persistent,...
- How I Replaced My Morning News Routine with AI
How I replaced my morning news routine with AI is the origin story of BrianBot Broadcast — a daily AI-generated podcast that synthesizes industry news through a curated worldview, published...
- Multi-Agent Orchestration at Scale
Multi-agent orchestration at scale is the practice of coordinating dozens of specialized AI agents into a coherent system that operates autonomously, shares context, and produces compounding output —...
- How to Build an AI Agent System
How to build an AI agent system is a practitioner's guide to going from a single AI assistant to a multi-agent ecosystem — based on building Brian Bot's 57-agent system (as of April 2026) from...
- ScriptPulse
Status: this memo describes ScriptPulse as of 2021 and has not been updated since. ScriptPulse, by ALAN Analytics and One Studio is a simulation product for the entertainment industry. <!--...
- Pythia
Pythia is a research tool that, as described in 2018, could predict the potential reach, influence, and conversion. It did this by creating computer models of online communities and simulating tests....
- ALAN // Awaken
Awaken is a series of Artificial Intelligence (AI) religious leaders created by training denominational agents with a structured database of religious sermons. Awaken is the research project of Dr....
- ALAN Analytics
Advanced Language and AI Network (ALAN) Analytics is a computer modeling and prediction agency that humanizes data by creating Digital Twins of online communities based on psychological profiles...
- InfluencePulse
Status: this memo describes InfluencePulse as of August 2021 and has not been updated since. InfluencePulse is an emerging product of PulseAI to profile and match influencers. The product emerged...