Blog

Updates and insights from the Mandible team.

Identity All the Way Down: Zones, SPIRE, and Hybrid Inference on Mandible

How Mandible's platform is built on Edera zones with a SPIRE server and agent on every host, and why I believe hypervisor-rooted workload identity is non-negotiable.

Model Routing Without a Router: Letting the Environment Pick the Model

Mandible colonies pick a tier - a frontier API, a model on your own GPU, or a shell script - by reading labels, failure marks, and lineage already sitting in the environment. No classifier service, no dispatcher, no retry state, and every routing decision leaves a trail.

First Blood: An SDLC Colony Running Against Local Nemotron

We ran our first real SDLC pipeline - four agent colonies coordinating through GitHub labels using a local Nemotron model. The first attempt failed. The system corrected itself. Nobody intervened. This is what stigmergy buys you.

Stigmergy in Practice: GitHub Agents Without an Orchestrator

A concrete walkthrough of stigmergy applied to GitHub, where issues, PRs, labels, and comments become the signals that autonomous agents sense, act on, and leave behind.

Welcome to Mandible

Introducing Mandible - a universal stigmergy framework where autonomous agents coordinate through shared environments instead of message passing. No orchestrator. No routing. Complex behavior emerges from simple rules.