All The observability Shit | Ciprian Mandache

ctxscope: Stop Threading request_id Through Every Function Signature

Here’s the code everybody writes. A request comes in, you generate an id, and something a few calls down needs to log it: func handleOrder(ctx context.Context, requestID string, o Order) …

Golang

slogging: Delete Twenty Lines of slog Boilerplate With One Blank Import

Go 1.21 shipped log/slog and it’s good. What it doesn’t ship is any way to configure it, so every service starts with a version of this: var level slog.Level switch …

AI Agents / Bash / Containers

codexbox: Four Environment Variables and a mkdir Standing Between You and OpenAI’s CLI

I already wrote the “why I ripped the plumbing out of my own repos and built a base image” rant in the aicodebox post, so I’m not doing it again …

AI Agents / Containers / Python

aicodebox: One Base Image, Any AI Coding Agent, Four Modes You Didn’t Have To Write

I built claudebox because letting Claude Code run loose on my host was giving me chest pains. It worked. It grew an HTTP API, an OpenAI-compatible endpoint, an MCP server, …