Datadog API CLI with 49 command groups, 300+ subcommands. Skills and domain agents for monitoring, logs, APM, security, and infrastructure.
File GitHub issues to the right repository (pup CLI or plugin)
Load when investigating a specific flaky test. Gets history, failure pattern, and category, then recommends fix, quarantine, or escalate.
Load when investigating a failing PR CI pipeline or checking PR health. Attributes each CI failure as flaky, infra, or regression, proposes a targeted action, and reports code coverage.
Monitor management - create, update, mute, and alerting best practices.
Live Debugger - inspect runtime argument/variable values in production by placing log probes on methods. Use when asked what values a function receives, what parameters look like at runtime, or to capture live data from running services without redeploying.
| name | dd-logs |
| description | Log management - search, pipelines, archives, and cost control. |
| metadata | {"version":"1.0.0","author":"datadog-labs","repository":"https://github.com/datadog-labs/agent-skills","tags":"datadog,logs,logging,search,dd-logs","globs":"**/datadog*.yaml,**/*log*","alwaysApply":"false"} |
Search, process, and archive logs with cost awareness.
Datadog Pup (dd-pup/pup) should already be installed:
cargo install --git https://github.com/DataDog/pup
pup auth login
# Basic search
pup logs search --query="status:error" --from="1h"
# With filters
pup logs search --query="service:api status:error" --from="1h" --limit 100
# JSON output is the default
pup logs search --query="@http.status_code:>=500" --from="1h"
| Query | Meaning |
|---|---|
error | Full-text search |
status:error | Tag equals |
@http.status_code:500 | Attribute equals |
@http.status_code:>=400 | Numeric range |
service:api AND env:prod | Boolean |
@message:*timeout* | Wildcard |
Process logs before indexing:
# List pipelines
pup obs-pipelines list
# Create pipeline (JSON)
pup obs-pipelines create --file pipeline.json
{
"name": "API Logs",
"filter": {"query": "service:api"},
"processors": [
{
"type": "grok-parser",
"name": "Parse nginx",
"source": "message",
"grok": {"match_rules": "%{IPORHOST:client_ip} %{DATA:method} %{DATA:path} %{NUMBER:status}"}
},
{
"type": "status-remapper",
"name": "Set severity",
"sources": ["level", "severity"]
},
{
"type": "attribute-remapper",
"name": "Remap user_id",
"sources": ["user_id"],
"target": "usr.id"
}
]
}
Index only what matters:
{
"name": "Drop debug logs",
"filter": {"query": "status:debug"},
"is_enabled": true
}
# Find noisiest log sources
pup logs search --query="*" --from="1h" | jq 'group_by(.service) | map({service: .[0].service, count: length}) | sort_by(-.count)[:10]'
| Exclude | Query |
|---|---|
| Health checks | @http.url:"/health" OR @http.url:"/ready" |
| Debug logs | status:debug |
| Static assets | @http.url:*.css OR @http.url:*.js |
| Heartbeats | @message:*heartbeat* |
Store logs cheaply for compliance:
# List archives
pup logs archives list
# Archive config (S3 example)
{
"name": "compliance-archive",
"query": "*",
"destination": {
"type": "s3",
"bucket": "my-logs-archive",
"path": "/datadog"
},
"rehydration_tags": ["team:platform"]
}
Inspect log-based metrics:
# List existing log-based metrics
pup logs metrics list
⚠️ Cardinality warning: Group by bounded values only.
{
"type": "hash-remapper",
"name": "Hash emails",
"sources": ["email", "@user.email"]
}
# In your app - sanitize before sending
import re
def sanitize_log(message: str) -> str:
# Remove credit cards
message = re.sub(r'\b\d{4}[-\s]?\d{4}[-\s]?\d{4}[-\s]?\d{4}\b', '[REDACTED]', message)
# Remove SSNs
message = re.sub(r'\b\d{3}-\d{2}-\d{4}\b', '[REDACTED]', message)
return message
| Problem | Fix |
|---|---|
| Logs not appearing | Check agent, pipeline filters |
| High costs | Add exclusion filters |
| Search slow | Narrow time range, use indexes |
| Missing attributes | Check grok parser |