Open source

Anything that can be a script must be a script.

We are opening up the automations we run for our own clients, one release a month, with the reasoning published alongside the code. Start with the bookkeeping one.

600
transactions in the frozen set
310
posted by the script
1
wrong
0.02s
to decide all of them

That is a deterministic script with no AI in it, measured against a frozen set of real transactions. It held the other 290 rather than guess. The refusal is the product. Whatever you point at the 290 — a model, a junior, yourself — is your call, not ours.

Read the code

What ships next

Out now

qbo-precedent-coder

Decides which bank-feed transactions a book’s own history already settles, and refuses the rest.

Next

safe-write-pipeline

Snapshot, classify, validate, post, read back, notify. The roster check that would have saved us 240 wrong posts.

Then

eval-harness

Frozen golden sets, ranking on wrong posts instead of coverage, and the two circularity traps that fake a good result.

Then

agent-harness

Scheduled jobs, skills, and the pattern where a second agent checks the first through a different channel.

What is the catch? If this works for you and you do not have the capacity to build the rest in-house, you will probably call us. That is the business model. We would rather name it than pretend. Everything here is usable without ever talking to us.