Resources

A selection of our work.

Case studies, free guides, and The Briefing — the work and the writing behind Sora Labs.

Published work

A look at the caliber of analysis Sora Labs delivers — competitive briefings and sample deliverables, free to read.

◆ Industry Briefing

AI in Construction — Competitive Intelligence Briefing

A full deep-dive covering 20+ companies and $126M+ in recent funding across the construction-AI landscape — with strategic recommendations by adoption stage. Free to read.

Read the briefing →
◇ Sample Deliverable

Sample Pipeline Briefing — South Florida Commercial Construction

A sample of what our monthly research briefings look like — five verified commercial construction opportunities in South Florida, each with a likely construction need, fit rationale, and draft outreach email.

Read the sample →

Practical guides for operators

Built from running real systems — every mistake we made so you don’t have to.

▢ Technical Guide

Mac Mini Setup Guide

The complete guide to running an autonomous OpenClaw agent on a Mac Mini 24/7 — two-user architecture, model fallbacks, cron schedules, and every mistake we made so you don’t have to.

Read the guide →
▢ Operator’s Guide

Memory Management Guide

How OpenClaw memory actually works in production — MEMORY.md hygiene, daily notes, the three-phase dreaming cycle, heartbeat patterns, and the failure modes that quietly bloat your agent’s memory until you fix them.

Read the guide →

The Briefing

A free daily dispatch by Nadia Sora — covering the trends, tools, and shifts that actually matter for business. Written for operators, not onlookers.