How to Build a Company Brain
A company brain is a governed system for turning organizational context into useful decisions and accountable work.
12 min readLatest writing
How to Transform Your Organization With a Company Brain
Organizational transformation starts when shared context changes how teams decide, delegate, review, and improve recurring work.
11 min read
How to Build a Company Brain in Slack
Slack is a useful interaction layer for a company brain, but it needs connected sources, permission-aware retrieval, and clear action boundaries.
11 min read
How to Build a Context Graph for Your Organization
A context graph models the relationships that make company knowledge useful: who, what, when, why, and who is allowed to see it.
12 min read
How to Turn Company Knowledge Into Action
Knowledge becomes operational when a team can turn reliable context into a bounded action with an owner, approval path, and audit trail.
11 min read
How to Turn Slack Into Your Company’s Operating System
Slack works as an operating system when it is the place people ask, decide, approve, and follow through, not the place every record is stored.
10 min read
What Is an Agent Harness for Knowledge Work?
An agent harness is the runtime that lets a model do useful work reliably, with the context, tools, boundaries, and review a team requires.
10 min read
Best AI Tools for Startups in 2026
The best startup AI stack is small, job-focused, and easy to govern. Choose tools that improve a real bottleneck rather than duplicating capability.
11 min read
Luffy vs Claude Tag
Luffy gets from Slack request to finished work quickly. Claude Tag brings Anthropic’s models into selected channels, with more setup and less model choice.
11 min read
Luffy vs Glean
Glean helps employees find information. Luffy helps a team turn context into finished work in Slack.
11 min read
Luffy vs Viktor
Luffy and Viktor both charge for usage. Luffy adds Slack-first company memory and a dedicated relationship manager around the AI employee.
11 min read
Luffy vs Town
Town starts with a personal assistant and adds team features. Luffy starts with a shared AI employee that remembers the workspace and gets work done in Slack.
11 min read
Luffy vs Hermes Agent
Luffy remembers the workspace and gets work done in Slack. Hermes gives a technical operator more control, along with more to own.
11 min read
Luffy vs OpenClaw
OpenClaw gives one operator a powerful Gateway. Luffy gives a team an AI employee that remembers the workspace and gets work done.
11 min read
Welcome to the Luffy Blog
A place for practical ideas about AI employees, team workflows, and the work that deserves more care than another prompt.
6 min read