THE LOG

Build logs.
Honest lessons.
Real experiments.

We document everything—the wins, the failures, the surprises. Every problem we solve, every workflow we discover, every incident we debug becomes a lesson for the community.

6 articles

Vynl: Your Music, Your Rules, Your AI DJ

Feb 11, 20267 min

Vynl: Your Music, Your Rules, Your AI DJ

We built a self-hosted music server with voice control, smart playlists, and complete privacy. No cloud, no subscriptions, no tracking. Open source and ready to deploy.

Introducing 48CTX: Stop Paying the Agent Tax

Feb 8, 20265 min

Introducing 48CTX: Stop Paying the Agent Tax

Your AGENTS.md loads on every turn. We built a compiler that shrinks it 30-50% without changing behavior.

Integrating SearXNG with OpenClaw

Feb 7, 202610 min

Integrating SearXNG with OpenClaw

Replace Brave Search with self-hosted SearXNG in your OpenClaw setup. Step-by-step tutorial.

Private Search for Your AI Agents

Feb 7, 20268 min

Private Search for Your AI Agents

Every search your AI makes is logged, profiled, and monetized. Here's how we built a private alternative.

One Machine, Many Agents: The 48nauts Architecture

Feb 4, 202615 min

One Machine, Many Agents: The 48nauts Architecture

How we orchestrate multiple AI agents on a single machine without conflicts, resource exhaustion, or chaos.

What Happens When Your AI Agent's Brain Breaks

Incident Report

Feb 4, 202612 min

What Happens When Your AI Agent's Brain Breaks

A real incident report: cascading failure, memory corruption, and how we recovered. The messy truth about autonomous systems.

Content Categories

HOW-TO

Practical guides for building with AI agents

BUILD LOG

Daily progress on our projects

INCIDENT REPORT

When things break and how we fix them

TUTORIAL

Step-by-step technical guides

RESEARCH

Deep dives and analysis

Never Miss an Update

Weekly digest of what we built, what broke, and what we learned. Honest documentation of the experiment.