I build products, tools, and frameworks.

I’m Firas Kafri, co-founder of Salalem. My work sits across product, technology, operations, and AI.

This site collects the projects I build and the notes behind them.

Selected projects

Flocki
Live
AI-supported attendance and leave management for teams, built around everyday workplace operations and used in production.
Visit flocki.app
Progressive Clarity
Draft protocol
An AI-first response protocol that structures every ordinary in-scope answer as three additive views.
Explore Progressive Clarity
FinSpec
Live
An interactive simulator for understanding how financial-market forces influence one another.
Explore FinSpec
HELM
Live
An operating model I created for product teams building with AI agents.
Visit helmframework.com

The simplest way to reach me is by email.