Signalbox harbor / ledgerline 112,408 agents on the line
Review requests & notifications → Decisions

Decisions

Thandi Mokoena, you are the signaller on shift. Signalbox does not ask you to read diffs. It asks you the questions that need judgement, and it checks a small random sample of the rest.

7 decisions, 5 audit samples, chosen from 18,302 changes since yesterday. That is about 1 item per 1,500 changes. Everything else landed under policy.

Today's attention budget: 45 min · 31 min left

Used 14 min Queue 30 min Spare 1 min

Open items: 6 decisions and 5 audit samples. Times are estimates per item. Deciding early frees budget for tomorrow.

Needs your judgement

Each question arrives with the options agents already explored, the evidence for each, and what happens next. Agents mark their recommendation. You choose.

Decided earlier today

Sampled audit

Like acceptance sampling in a factory. You inspect a few changes drawn at random, weighted by risk. The defect rate you find sets how much autonomy each fleet gets.

Draw rate by autonomy
L3 fleets: 1 in 50. L4 fleets: 1 in 500.
Risk weights
High blast radius x6. New model version x4. Coverage under 60% x3.
Progress
0 of 5 inspected. About 1 min each.

Trust: what the audits say

A p-chart of the defect rate found in audits, per fleet, for the last 14 days. Points inside the limits are noise. A point above the upper control limit is a real change, and autonomy drops by one level without a meeting.

Defect rate found in audit

p-chart of audit defect rate
Defect rate in that day's sample Above the control limit Upper control limit, 3 sigma Centre line, baseline 6 to 15 Oct

gpt-x risk fleet out of control on 16 Oct: autonomy lowered to L2 automatically. 6 defects in 46 audited changes (13.0%), against a limit of 9.3%. It returns to L3 after 10 days with every point inside the limits.
L1Human signs every change
L2Human signs high risk. 1 in 10 of the rest sampled
L3Lands after tests. 1 in 50 sampled
L4Lands without review. 1 in 500 sampled

Autonomy by fleet

Updated 09:30 from 14 days of audits
FleetAutonomyDefect rate, 14 dTrendNote

Why this is different