X2 CODE
The Manual / edition 2026.09
Welcome to x2code-co - Building innovative solutions through code. Explore our projects, documentation, and insights.
Welcome to X² Code
X² Code is a small engineering team building open-source developer tooling — and writing down what we learn while we do it. This site is the manual for that work: what we build, how it is put together, and what broke on the way.
It is not a portfolio. There are no case studies here and no pitch. What there is: architecture notes, postmortems, and the reasoning behind decisions we would otherwise have to explain twice. We write the page we wanted to find when we hit the problem.
The bias throughout is toward the concrete. Real commands, real file paths, real error messages, real numbers. If a piece has none of those, we do not publish it. Abstraction is cheap; the specific detail that saves someone an afternoon is not.
Everything we ship in public is open source, and everything we write about it is downstream of the same conviction — that a system you can reason about beats a system that merely works.
Start with the index below.
[ Directory & index ]
What we do
Open source development
Developer tooling, CLI utilities and protocol implementations we needed ourselves and then put in public.
Technical documentation
Manual pages, runbooks and architecture notes written to be read under pressure, not skimmed once.
Knowledge sharing
Postmortems on distributed systems, agentic pipelines and schema evolution — what broke, and what we changed.
Latest engineering logs
Recent essays, design notes and field dispatches:
Notes on Frank Coyle's AI Engineer talk on ontologies as a guardrail for agent loops — the argument, the errors it actually catches, and where we would spend the effort instead.
Notes on an AWS talk about org structure for agentic AI — the framework, the numbers behind it, and the three places we think it breaks for small teams.
How we wire AI agents into the delivery pipeline — spec, code, review, gate, deploy — and the deterministic checks that keep the whole thing honest.
We’re excited to launch our new GitHub Pages site! This platform will serve as the central hub for all our project documentation, technical insights, and community updates.
Featured projects
Quick links & directory
- → github: github.com/x2code-co
- → feed: x2code.dev/feed.xml
- → contact: contact@x2code-co.org
“Building the future, one commit at a time.”