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Add anomaly detection investigator#47824

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ogaca-dd wants to merge 1 commit intoq-branch-observerfrom
olviierg/anomaly_invetigator
Open

Add anomaly detection investigator#47824
ogaca-dd wants to merge 1 commit intoq-branch-observerfrom
olviierg/anomaly_invetigator

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Summary

  • Adds a new cmd/anomaly_detection_investigator tool that polls the Datadog Events API for anomaly events emitted by the Q-branch observer (source:agent-q-branch-observer)
  • Supports live mode (periodic polling with configurable interval and max duration) and one-shot mode (historical fetch via --from/--to)
  • Optionally triggers Bits AI investigations on batched events via --run_bits; defaults to dry-run display

Test plan

  • Set DD_API_KEY / DD_APP_KEY and run in live mode: go run ./cmd/anomaly_detection_investigator
  • Run in one-shot mode over a known window with events and verify output
  • Run with -run_bits and confirm an investigation URL is returned
  • Run with -run_bits=false and confirm dry-run output only

🤖 Generated with Claude Code

@ogaca-dd ogaca-dd requested review from a team as code owners March 13, 2026 16:37
@ogaca-dd ogaca-dd requested review from dustmop and pgimalac March 13, 2026 16:37
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💡 Codex Review

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Reviewed commit: 420edba214

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Comment on lines +123 to +125
from := lastQueried
to := time.Now()
lastQueried = to

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P1 Badge Advance poll cursor only after successful fetch

A transient Events API failure will permanently drop data from the failed interval because lastQueried is moved to to before fetchEvents succeeds. In the current loop, if the call errors once, the next poll starts after that window, so events emitted during the outage are never fetched and can’t be investigated.

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Comment on lines +169 to +173
if runBits {
accumulated = nil
batchStart = time.Time{}
seenIDs = make(map[string]struct{})
}

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P2 Badge Reset accumulated events after dry-run flush

The batch is only cleared when runBits is true, so in the default dry-run mode every idle poll re-flushes the same events and keeps growing the same in-memory batch forever. This contradicts the documented/printed “flush + reset” behavior and makes subsequent outputs include stale events instead of only the next batch.

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}

printEvents(events, "one-shot", !runBits)
if err := triggerInvestigation(apiKey, appKey, events, from, !runBits); err != nil {

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P2 Badge Respect --to for one-shot investigation time bounds

In one-shot mode, the investigation trigger is called with from only, and the payload end time is later derived from time.Now(), so the user-provided --to bound is ignored. This makes historical replays generate investigations over a much larger window than requested, which can skew analysis and increase noise/cost.

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@github-actions github-actions bot added the medium review PR review might take time label Mar 13, 2026
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Go Package Import Differences

Baseline: 681899c
Comparison: 420edba

binaryosarchchange
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