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Mariam Gamal

AI Engineer·AI Engineering·Rubric: AI Engineer
Sustainability: Watch

Three-score verdict

This week
58
Output
44
Alignment
40
Leverage
Output Δ
-2
2 vs prior
Alignment Δ
-8
8 vs prior
Leverage Δ
-6
6 vs prior

Score trend

5-week

Leverage distribution

% of week

Sustainability

Focus time
34%
Meeting load
increasing
After-hours
moderate
Overtime
4h

Watch: focus time fell to 34% as coordination + admin climbed. Protect two deep blocks/week.

Top actions

1

Drop the rename (!410) until !412 lands — it's colliding

2

Unblock FLOW-204 (2-day schema wait)

3

Reclaim 5.5h/week from manual status reporting

Recent work signals

5 signals
GitLab

refactor: rename validate_serial → verify_qr across modules

Busywork

Pure rename for clarity, no behavior change, no new tests. Blast radius 31 files. Collides with MR !412 which is mid-review on the same files.

Output64
Alignment28
Leverage31
Jira

FLOW-188 · Migrate legacy reporting macros

Busywork

Low-priority backlog ticket, To Do for 6 weeks. No deadline, not linked to any active epic.

Output30
Alignment18
Leverage22
Jira

FLOW-204 · Tenant config generator (scaffold)

System-blocked

In Progress. Builds a one-command initializer for new client branches. Blocked 2 days waiting on a schema decision from backend.

Output66
Alignment82
Leverage58
Kimai

Status reporting + standup prep

Busywork

5.5h this week compiling status spreadsheets and prepping standups across 3 clients. Recurring, manual, copy-paste from Jira and GitLab.

Output38
Alignment22
Leverage20
Calendar

Weekly status sync (recurring)

Busywork

60 min, 7 attendees, every week. Agenda: 'go around the room'. No decisions logged in the last 4 instances.

Output25
Alignment15
Leverage18

Scoring rubric

Generated from the AI Engineer JD in Odoo. Weights tuned toward reliability given platform-hardening quarter.

Correctness · 35%Craft & clarity · 30%Reliability impact · 35%