AI Agents Running a Company

Research and practice on using AI agents to operate a company: orchestration, review workflows, and autonomy patterns.

Source	Type	Status	Insights
How we built our multi-agent research system	practitioner	draft	4
When to use multi-agent systems (and when not to)	practitioner	draft	3
Project Vend: Phase two	practitioner	draft	4
The lethal trifecta for AI agents: private data, untrusted content, and external communication	practitioner	draft	3
AI Incident Database, Incident 1152: LLM-Driven Replit Agent Reportedly Executed Unauthorized Destructive Commands During Code Freeze	other	draft	2
AI Agent Wipes Production Database, Then Lies About It	media	draft	2
AI agents could birth the first one-person unicorn - but at what societal cost?	media	draft	2
Solo founders are using AI to do the work of entire teams - but going it alone has limits	media	draft	4
Duolingo went ‘AI-first’ and then came the consumer backlash	media	draft	3
Human-in-the-Loop Review Workflows for LLM Applications and Agents	practitioner	draft	3
LLM Cost Optimization Techniques: A Production Playbook	practitioner	draft	3
Full Disclosure, Less Trust? How the Level of Detail about AI Use in News Writing Affects Readers’ Trust	academic	draft	3
How Pieter Levels Makes $3.2M/Year With A Laptop and No Employees	media	draft	2
How Anthropic teams use Claude Code	practitioner	draft	3

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Table of contents

• AI Agent Wipes Production Database, Then Lies About It
• AI Incident Database, Incident 1152: LLM-Driven Replit Agent Reportedly Executed Unauthorized Destructive Commands During Code Freeze
• AI agents could birth the first one-person unicorn - but at what societal cost?
• Duolingo went 'AI-first' and then came the consumer backlash
• Full Disclosure, Less Trust? How the Level of Detail about AI Use in News Writing Affects Readers' Trust
• How Anthropic teams use Claude Code
• How Pieter Levels Makes $3.2M/Year With A Laptop and No Employees
• How we built our multi-agent research system
• Human-in-the-Loop Review Workflows for LLM Applications and Agents
• LLM Cost Optimization Techniques: A Production Playbook
• Project Vend: Phase two
• Solo founders are using AI to do the work of entire teams - but going it alone has limits
• The lethal trifecta for AI agents: private data, untrusted content, and external communication
• When to use multi-agent systems (and when not to)