How to manage sensitive security workflows in Plane

A researcher reports that a signed-in user may be able to download another account's data export. Security needs to confirm the finding, Engineering needs to fix it, and QA needs to verify the fix without exposing the reproduction steps to everyone in the Engineering project.

Plane keeps that work in one place. Teams control where their data lives with self-hosted and air-gapped deployments, restrict sensitive findings with Work item security, moderate discussions, and set up review and approval steps.

Here's how teams take a sensitive finding through Plane, from the first report to a verified fix.

Run sensitive work on your infrastructure

With Plane self-hosted, organizations run Plane on infrastructure they manage, including private cloud and on-premises environments. For networks that require isolation from the public internet, Plane Airgapped Edition operates without external internet connectivity.

These options give organizations control over deployment location and network access. Air-gapped environments can connect to internal services, receive updates through controlled processes, and use AI infrastructure accessible within the isolated network.

Keep sensitive work restricted and actionable

The export flaw sits alongside routine work in the Engineering project, but its reproduction steps and supporting evidence need narrower access than the rest of the project.

Restrict access with Work item security and Audiences

On Enterprise Grid, Work item security uses Audiences to restrict visibility without moving sensitive work into a separate project. An Audience is a group of members or roles authorized to view particular work items.

The team can keep the report in the Engineering project while restricting its details to authorized investigators, QA reviewers, and implementation owners.

An Audience can cover a single work item or an entire Vulnerability work item type, and an item-level Audience overrides the type-level one.

Workspace Owners and Admins retain access, as do work item assignees and subscribers. Teams should account for these exceptions before granting access to confidential findings.

Structure sensitive work with Work item types and custom properties

Work item types define what information each kind of work needs to carry. A Vulnerability type can capture severity, affected component, reproduction status, customer impact, and verification status.

The export issue might start as High severity, customer impact Unconfirmed, verification Not started. Reviewers update those values as the evidence comes in.

Security can save a View of unresolved findings. Work item security still determines which restricted items each person can see.

Manage permissions with custom roles

Audiences decide who can view confidential work. Custom roles and permission schemes determine what authorized members can do.

On the export finding, QA may need to comment on verification while the Engineering owner updates the remediation work. Custom roles and permission schemes determine which actions each can take; both still need access through the Audience or an applicable exception.

Control sensitive information in discussions

Investigations and internal reviews often include logs, diagnostic output, and internal URLs. Plane provides separate controls for moderating comments and detecting sensitive information shared in workspace content.

Hide and unhide comments with Comment moderation

On Enterprise Grid, Comment moderation lets workspace and project admins hide individual comments containing sensitive information while preserving the surrounding discussion.

If an engineer pastes an internal access token into an investigation comment, an admin can hide it using the reason Sensitive info. The comment collapses behind a banner, but anyone who can view the work item can click Show to read it. Authorized moderators can unhide it if the decision was made in error.

Hiding a comment doesn't remove or revoke an exposed credential. The team must rotate or revoke the token to address the exposure.

Detect exposed information with Sensitive data scanning

On Enterprise Grid, Sensitive data scanning, powered by Argus, checks work item descriptions, comments, and Pages for accidentally shared credentials and personal details.

Workspace admins run scans when needed, rather than having content scanned as it is saved. A finding may flag a credential in an export investigation record and show its location, category, severity, and confidence without revealing the sensitive value in the scan results.

The scanner doesn't remove exposed values or scan attachments. On self-hosted Commercial deployments, administrators must first configure the scanner service.

Connect remediation to the work that resolves it

When a finding requires a code change, reviewers need to connect the investigation with implementation and verification. They need to know what changed and whether the original behavior can still be reproduced.

Track fixes with Git development activity

Plane's Git integrations link a work item to its branches, commits, and pull requests on GitHub, GitLab, and Bitbucket.

When an engineer updates the export endpoint's account-ownership check, authorized reviewers can open the linked pull request from the work item's Development section and see when the fix is ready to verify.

Track dependencies and outstanding verification work

The export fix still needs a cross-account regression test and a check of related endpoints. Work item relations and dependencies keep those tasks tied to the original finding.

If QA hasn't completed the regression test, the finding can show it as a blocker. If the test fails, reviewers can see why the finding remains open and who owns the next fix. If test notes include exploit details, restrict that work item too.

Investigate and follow up on sensitive work with Plane Agents

Plane Agents are configurable AI operators available from Pro. Teams give agents instructions, skills, access to connected tools, and triggers for investigation or follow-up work. To involve an agent in a restricted work item, it must be added to the applicable Audience. Teams should also review its connected tools and credentials.

Review investigation evidence

Once it has access, an investigation agent can review the work item's reproduction notes and evidence from configured tools, then post an assessment in the work item discussion. For the export finding, that comment might read:

Observed: The supplied notes describe a request that appears to retrieve another account's export.

Unverified: Whether this reproduces in production, or whether customer data was actually accessed.

Next steps: Check account-ownership validation, reproduce the request safely, and decide whether to escalate.

The agent helps reviewers distinguish evidence from assumptions. Its assessment doesn't establish that a breach occurred.

Follow up on unresolved findings with scheduled agents

A scheduled remediation agent can check daily for findings without an update in seven days and comment when an owner needs to respond.

For the export issue, it might flag an outstanding regression test or pending final verification. Instructions can limit reminder frequency and skip completed findings, while resolution and approval remain with the responsible reviewers.

Verify fixes before approving resolution

A completed pull request can finish the implementation, but it doesn't prove the original finding is resolved. Testing and approval stay separate steps.

Move findings through custom workflows

Plane Workflows define how work items move between states, including the review checkpoints along the way. A sensitive finding might follow this path:

Triaging → Investigating → Fix in progress → Security review → QA verification → Resolved

These stages separate investigation, implementation, and verification. On Enterprise Grid, teams can apply a dedicated workflow to the Vulnerability Work item type without changing the process for routine work.

Review code changes with the security-reviewer Skill

A workspace admin can create a custom security-reviewer Skill once and share it with reviewers. They can run /security-reviewer in Plane AI to apply the same checklist to supplied code changes. This is a configured Skill, not a built-in security test.

For the export fix, it might flag a record lookup with no visible account-ownership check, then suggest tracing the wider authorization path or adding a regression test.

Engineering reviews the suggestion against the full code context and decides what to change. The Skill doesn't run security tests or certify the fix.

Require sign-off with Approvals

Approvals are checkpoints in a Plane workflow where named reviewers accept or reject a state transition. On Enterprise Grid, teams can use one to hold a finding at review until the required evidence has been accepted.

For the export finding, a designated reviewer examines the fix, regression results, and outstanding risks before approving closure. To keep implementation and sign-off separate, teams should assign approval to someone other than the engineer who made the change. The decision remains attached to the work item.

Review decisions with activity history and Audit logs

A finding can come back up months after it's closed, when a similar issue appears, someone questions who had access, or an internal review needs the evidence.

Follow remediation decisions through work item activity

The work item's Activity, Transition, and History tabs let authorized reviewers trace changes, discussions, and state transitions.

Read alongside the linked pull requests and verification evidence, that history shows how the finding moved and why it was closed.

Trace access and role changes

On Enterprise Grid, Audit logs record supported workspace events, including membership and role changes. If someone's role changes to Workspace Admin during the export investigation, the logs show who made the change and when. Admins can access restricted findings, so the change merits review.

Audit logs explain administrative access changes, while work item activity shows how the finding progressed.

Manage sensitive workflows in Plane

A resolved finding should answer four questions cleanly: who had access, what changed, how it was verified, and who approved the outcome. Plane keeps those decisions, dependencies, and records attached to the work itself.

Pick one sensitive workflow your team already runs. Set its access boundaries, connect the work needed to resolve it, and add a review checkpoint.

Talk to our team about managing your sensitive workflows in Plane.