The Lab

Where we document work in progress: current tooling, security investigations, and lessons learned the hard way.

Unlike polished guides, these are field notes—raw, evolving, and honest about what broke.


Quick Navigation

SectionWhat You’ll FindUpdated
Now →Current stack, active tools, what’s blockedContinuous
Investigations →Security research, experiments in progressSporadic
Archive →Historical snapshots, how things changedDated entries

Current Stack Snapshot

Read the dated stack notes in their original context. For model and tool decisions, start with the model guide and tool directory, checking their review dates.

Investigations

Active research stays off the published site until the draft is promoted to a public lab note or a post.


Recent Archive Entries

View all archives →


Lab notes are dated and may become outdated. Check published guides for current best practices.

Lab

Archive

Historical snapshots of the AI tool stack, rate limits, and infrastructure decisions.

Lab

Investigations

Security research, experiments in progress, and deep dives.

Lab

Now

Lab setup last observed August 11, with September 27 model-selection links. Personal usage has not been revalidated.