SECOPS

Agent-triaged IAM grant investigations into Linear

An AI agent investigates each suspicious IAM grant by pulling actor context and recent activity, decides whether it is benign or needs follow-up.

CategorySecOps
Enginepaperclip
Difficultyadvanced
Triggerwebhook
Steps5
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWebhook: flagged IAM grantHTTP webhook
  • ActionAgent enriches actor + policy contextOpenAI
  • LogicAgent assigns verdict
  • LogicRoute by verdict
  • OutputFile triaged Linear issueLinearLinear

What it does

When a suspicious IAM grant is reported via webhook, an agent gathers context — who the actor is, their recent grant history, the sensitivity of the policy, and whether the change matches an open change request — then reasons about intent. It classifies the grant as benign, needs-review, or likely-malicious and opens a Linear issue pre-filled with its findings and a recommended next step.

When to use it

Use this when your team drowns in low-signal IAM alerts and needs a first-pass analyst that triages before a human looks. The agent handles the tedious context-gathering so engineers only open tickets that already have a verdict and evidence attached.

How it works

  1. 1An inbound webhook delivers a flagged IAM grant event and triggers the run.
  2. 2The agent enriches the event with actor identity, grant history, and policy sensitivity.
  3. 3The agent reasons about whether the grant fits a legitimate pattern and assigns a verdict.
  4. 4A logic step routes by verdict: benign grants are logged and closed; the rest proceed.
  5. 5A Linear issue is created with the verdict, evidence, and recommended action, labeled by severity.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HTTP webhookTrigger any URL on agent actions.
  2. 2
    Connect LinearIssues, projects, cycles, triage.
  3. 3
    Connect OpenAIModels, embeddings, files.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.