Back to teamOutputAlignmentLeverage
OM
Sustainability: HealthyOmar Mostafa
AI Engineer·AI Engineering·Rubric: AI Engineer
Three-score verdict
This week86
83
79
Output Δ
4
▲ 4 vs prior
Alignment Δ
5
▲ 5 vs prior
Leverage Δ
6
▲ 6 vs prior
Score trend
5-weekLeverage distribution
% of weekSustainability
Focus time
55%
Meeting load
stable
After-hours
moderate
Overtime
3h
Healthy, but the incident work pushed some after-hours. Watch next week.
Top actions
1
Merge !405 and close #88
2
Add the 503 scenario to the nightly e2e run
3
Document the backoff pattern for other tenants
Recent work signals
2 signals◆GitLab
Goal-alignedWebhook retries flood the agent on Meta 503s
Production incident write-up: when Meta returns 503, our webhook receiver retries with no backoff, multiplying load. Proposes exponential backoff + idempotency key. Linked to 3 Sentry issues.
Output82
Alignment80
Leverage76
◆GitLab
Goal-alignedfeat: exponential backoff + idempotency key on webhook receiver
Implements the fix proposed in #88. Retries now back off 1s→32s with jitter; idempotency key dedupes Meta redeliveries. Adds 8 tests covering the 503 storm scenario.
Output90
Alignment86
Leverage82
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%