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 and Claude Tag both bring AI into Slack, but they should be evaluated by the team workflow, connected work, and control model you need.
10 min read
Luffy vs Glean
Luffy and Glean overlap around company knowledge, but their product centers differ: Slack-first execution versus a broad enterprise work-AI platform.
10 min read
Luffy vs Viktor
Luffy and Viktor both position AI as a coworker in team chat. The useful choice depends on the work, integration, and operating model a team needs.
9 min read
Luffy vs Town
Town centers on a personalized assistant that follows an individual across channels; Luffy centers on shared work and context in Slack-first teams.
9 min read
Luffy vs Hermes
Luffy is a managed Slack-first AI coworker; Hermes Agent is a self-hosted, open-source agent runtime for teams that want technical control.
10 min read
Luffy vs OpenClaw
Luffy is a managed, Slack-first AI coworker for teams. OpenClaw is a self-hosted personal-agent gateway with broad messaging-channel support.
10 min read
Welcome to the Luffy Blog
A place for practical ideas about AI coworkers, team workflows, and the work that deserves more care than another prompt.
6 min read