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Ezra Ter Linden / Independent experiments

Serious curiosity.
Useful mayhem.

AI systems, software experiments, and ideas that escaped the notebook. The work, the wrong turns, and what comes next.

Enter the index
An abundance of code converges on one human reviewer at a red decision gate
When code becomes abundant, judgment becomes the bottleneck

01 / The experiments

Follow a thread.

Each project has a question at its center.
Open one to see where it leads.

02 / Across the lab

A record of the detours.

A shared chronology across the projects.

Latest in the record
Factor-E

Visualization becomes a projection, not an authority

The orchestration graph can be rendered through LangGraph-compatible views while the canonical mission record remains the system of record.

Planning
SuperSkippy

Mission authority is made explicit

The coordination plan preserves one canonical record while treating external graph tooling as optional and read-only.

Visualization
SkippyScope

Two levels of orchestration visibility

Mission topology and live execution state are separated so each can remain legible.

Organization
Merry Band

The Barneys join the crew

Disposable worker agents provide bounded parallel capacity beneath accountable specialist agents.

Evaluation
Kontrolr

The harness joins the trust boundary

Sandboxing, recovery, tool semantics, and state handling are treated as part of the governed system.

03 / On the page

Notes from the work.

Field notes and longer arguments, connected to the work that prompted them.

04 / Longer thinking

Essays.

All essays

05 / A spanner in the works

Monk-e-Wrenched.

Enter the mayhem

06 / Behind the work

Built by a curious human.

I’m Ezra Ter Linden, a systems architect and engineering leader exploring what happens when AI becomes part of how we build and operate software.

This is the notebook: experiments, architectural turns, unfinished ideas, and lessons worth carrying into the next thing. The project repositories can stay private while the thinking finds a wider audience.

Find a question worth following