Application Security - Capacity Indicators, Classifications, and Workflows

Overview

AppSec manages a wide range of tasks with a high volume of work. This page outlines how we measure the team’s capacity to ensure we can effectively handle current workloads and plan for future needs.

Consult our FAQ if you have questions or need to engage with the Application Security team for more specific asks.

What decisions does this data help us make?

Collecting this data helps inform decisions involving the team’s capacity and headcount needs. These metrics are only analyzed in aggregate and are not utilized or referenced for evaluating individual team member performance. They are solely used to understand overall team dynamics and requirements.

Where are the charts that are based on this data?

Capacity metrics can be consulted on this Tableau dashboard(Internal)

How often are these metrics reviewed?

At the beginning of each milestone (monthly), it’s the responsibility of AppSec team management to lead the review of these metrics with both the AppSec team and ProdSec leadership.

Type of Work Classification

Classifying each type of work helps to distinguish where exactly more capacity or other changes may be necessary.

Table

Label Description
AppSecWorkType::ThreatModel Indicates the work was associated to the AppSec threat model duties
AppSecWorkType::JihuMRreview Indicates the work was associated to the AppSec JiHu merge request reviews duties
AppSecWorkType::AppSecReview Indicates the work was associated to the AppSec reviews duties
AppSecWorkType::KR Indicates the work was associated to the AppSec OKR/KR duties
AppSecWorkType::FieldSecurity Indicates the work was associated to the request from Field Security (example: customer scan review requests). When to use this label? Whenever Field Security asks us to do some work related to customer requests.
AppSecWorkType::VATRotation Indicates the work was associated to the AppSec Federal AppSec VAT duties
AppSecWorkType::FedAppSecRelCert Indicates the work was associated to the AppSec Federal AppSec release certification and merge monitor review duties
AppSecWorkType::SecurityMRReview Indicates the work was associated to the AppSec merge request security reviews duties. When to use this label? On all MR reviews that Engineering teams have asked us to do a security review
AppSecWorkType::TriageRotation Indicates the work was associated to the AppSec Triage Rotation. When to use this label? On all issues that you are handling as part of the triage rotation (eg by team members, Depscore, SAST pings). For MRs that we are pinged to review during triage rotation, use AppSecWorkType::SecurityMRReview
AppSecWorkType::CustomerEscalation Indicates the work was associated to a customer escalating a security issue
AppSecWorkType::SIRTandSecurityComms Indicates the work was associated to a SIRT incidents and/or Security communications work
AppSecWorkType::CrossTeamCollaboration Indicates the work was associated to cross-team help/collaboration. When to use this label? Whenever the work involves collaboration between AppSec and other teams.
AppSecWorkType::TeamProjects Indicates the work was associated to team projects. When to use this label? On any team related improvement work, new or improved automation (including bug fixes)
AppSecWorkType::CriticalProjects Indicates the work was associated to critical projects
AppSecWorkType::Operational Should be used for everything else that’s not covered by a label above. When to use this label? When you get pinged on an issue, or when none of the labels above apply.

Labels now used by PSIRT

Labels below are now being used by PSIRT following AppSec and PSIRT split. They are marked as reference here until migration is done:

Label Description
AppSecWorkType::SecurityReleaseRotation Indicates the work was associated to the AppSec Security release task issue duties
AppSecWorkType::VulnFixVerification Indicates the work was associated to security fix validations during security releases (not the same as security release manager rotation AppSecWorkType::SecurityReleaseRotation label)
AppSecWorkType::HackerAdmin Indicates the work was associated to HackerOne administration

Deprecated labels

Do not use the labels below. They are there for information only as you may encounter them on old issues.

Label Description
AppSecWorkType::HackerOneRotation Indicates the work was associated to the AppSec HackerOne duties
AppSecWorkType::ToolingsAndMaintenance Indicates the work was associated to our tools and automation. When to use this label? When you’re working on improving existing automation like fixing bugs, adding new capabilities, etc

Work impacted by SIRT incidents

When SIRT incidents happen, this has an impact on our capacity. To evaluate that impact, team members should apply the label ImpactedBySIRTIncidents to the issue.

Dogfooding

Apply Dogfooding label on each feature that we enable through a MR or issue.

Who assigns this label and when?

The AppSec Engineer responsible for the task is expected to assign this label to any Issue or MR as soon as they begin interaction.

Effort Classification

The effort classification is an estimate of the level of effort required to resolve a task, not the amount of actual time spent. The Estimation Guide serves as a reference point and is purely a guideline.

Table

Label Weight Classification Description Estimation Guide Example
AppSecWeight::trivial 1 Trivial Very little effort required Immediate or near immediate change to resolve the issue Trivial documentation update
AppSecWeight::small 2 Small Straight forward change, minimal investigation ~0.5 - 1 days
AppSecWeight::medium 3 Medium Some investigation and/or collaboration needed ~1-3 days
AppSecWeight::large 5 Large Significant investigation and collaboration needed ~3-5 days
AppSecWeight::XLarge 8 XLarge Very complex and requires a major portion of the milestone to resolve ~5-10 days
AppSecWeight::Needs Refinement 13 Needs Refinement The issue is overly complex and needs to be promoted to an Epic or broken down into smaller issues N/A

Who assigns this label and when?

The AppSec Engineer responsible for the task is expected to assign this label to any Issue or MR after they complete it. In order for an issue to show up in the metrics it needs to have the following labels: ~"AppSecWorkType::<<type>>" ~AppSecWeight::<<weight>> ~"Application Security Team" ~"AppSecWorkflow::complete" as well as a milestone and be closed.

Work flow labels

These labels indicate the current status of the issue.

Table

Label Description
AppSecWorkflow::new Indicates this is a new question, request for a MR review, AppSec review, or threat model. Mainly used by the AppSec SLO bot.
AppSecWorkflow::planned Indicates that work has been triaged, scoped, and is ready to be worked on in the assigned milestone.
AppSecWorkflow::in-progress Indicates the issue is actively being worked on, or the rotation is in progress.
AppSecWorkflow::complete Indicates the work is done, or the rotation has finished.

Who assigns this label and when?

The AppSec Engineer responsible for the task is expected to assign this label to an issue when work on the issue is started or completed.

FAQ

What labels should I add to have my work considered in the capacity metrics?

You need to have the Application Security Team, AppSecWorkType::, AppSecWorkFlow:: labels along with the corresponding AppSecWeight:: label and a milestone assigned to the issue.

Last modified March 27, 2026: Clarifying label usage (424c278a)