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Chatbot IntegrationIncident ResponseToken Optimization

Docs for LLMs

llms.txtllms-full.txt
Guides

Postmortem Workflow

After resolving an incident, create knowledge to prevent recurrence:

wt create "Database failover caused 5min outage" \
  --body "Primary database failed, replica promotion took 5 minutes. Configure automatic failover with 30s timeout, add health check endpoint, and set up PgBouncer connection pooling. Root cause: manual failover process, no health checks on replica." \
  --scope global

Thought Chaining

When an incident is related to a previous one, link them with --branch-from or prev_knowledge_id:

# First incident
wt create "Redis cluster split-brain" \
  --body "Split-brain detected in Redis cluster..." \
  --scope global --json
# Returns: { "id": "550e8400-e29b-41d4-a716-446655440000" }

# Follow-up incident (3 months later)
wt create "Redis cluster split-brain (recurrence)" \
  --body "Same split-brain issue, different trigger. Added Sentinel quorum validation." \
  --scope global

Chaining creates a timeline:

550e8400-... : Redis split-brain (initial)
  └─ 660f9500-... : Redis split-brain (recurrence)
       └─ 770a0600-... : Redis split-brain (final fix)

Automated Postmortem Template

Integrate with your incident management tool via the REST API:

async function createPostmortem(incident: Incident) {
  const res = await fetch('https://workthin.app/api/v1/knowledge', {
    method: 'POST',
    headers: {
      'Authorization': 'Bearer ' + process.env.WORKTHIN_API_KEY,
      'Content-Type': 'application/json',
    },
    body: JSON.stringify({
      title: `[${incident.severity}] ${incident.title}`,
      body: `${incident.description}\n\nResolution: ${incident.resolution}\n\nRoot cause: ${incident.rootCause}`,
      tags: ['incident', incident.severity, ...incident.services],
      scope: 'global',
    }),
  })

  const data = await res.json()
  return data.id
}

Chatbot Integration

Integrate workthin into customer support chatbots to auto-resolve known issues.

Token Optimization

Reduce AI token costs using workthin's detail levels.

On this page

Postmortem WorkflowThought ChainingAutomated Postmortem Template