Hi, I'm Thedarknova (Komlan Daniel ADJIWANOU)

@router.post("/remediate")
async def trigger_remediation(event: K8sAlertEvent):
    prompt = f"Analyze incident: {event.message} in namespace {event.namespace}"
    decision = await ollama_client.generate(model="deepseek-coder", prompt=prompt)
    if decision.approved:
        kustomize.patch_resource(event.target, decision.patch)
        await argocd.sync_app(event.app_name)
    return {"status": "remediated", "commit": decision.git_hash}

<group name="sysmon,privilege_escalation,">
  <rule id="100001" level="12">
    <if_group>sysmon_event1</if_group>
    <field name="win.eventdata.image">\\cmd.exe</field>
    <field name="win.eventdata.parentImage">\\wmiprvse.exe</field>
    <description>WMI spawned CMD shell: Potential lateral movement</description>
    <mitre><id>T1047</id></mitre>
  </rule>
</group>

- name: Enforce CIS 1.1.1.1 - Ensure mounting of cramfs is disabled
  ansible.builtin.copy:
    dest: /etc/modprobe.d/cramfs.conf
    content: "install cramfs /bin/true\nblacklist cramfs\n"
    mode: '0644'
  notify: Run sysctl -p

def sync_mitigations(sc_client, tracking_matrix):
    vulns = sc_client.analysis.vulns(('severity', '=', '4,3'))
    mitigated = [v for v in vulns if v.get('mitigatedDate')]
    delta = tracking_matrix.compare_and_update(mitigated)
    return {"remediated_count": len(mitigated), "delta": delta}