A practitioner running 49 scheduled AI agents on one laptop reports that no serious failure in the fleet has started with a bad model answer; instead, failures originate lower in the stack, such as a …
Kubernetes exit codes 137, 139, and 143 indicate container crashes caused by OOM kills, segmentation faults, and SIGTERM signals respectively. The article explains how to diagnose these codes using ku…
A developer built M31A (M31 Autonomous), a terminal-native AI coding agent written in Go that owns a six-phase workflow end-to-end: Initialize, Discuss, Plan, Execute, Verify, and Ship. The agent runs…
A developer built pish, an experimental C-based project aiming for POSIX/UNIX compliance, entirely from scratch over the course of a week. The project taught the developer that AI assistance is more e…