Adding release note for the Fleet Automation fixes

[hush-hush]

What does this PR do?

Adding release note for the Fleet Automation fixes

This covers the following PRs:

• #22773
• #22651
• #22411
• #22442
• #22132

Describe how to test/QA your changes

QA for ASC:

• Deploy the agent on a normal host and check that the metadata payload correctly reflect the configuration (use: datadog-agent diagnose show-metadata inventory-agent)
• Then deploy it on k8s with our official helm chart, while enabling all product, and check the metadata is correct.

Feel free to sync with other teams involved in the QA of the PRs listed above on how to enable each product.

[pr-commenter[bot]]

Bloop Bleep... Dogbot Here

Regression Detector Results

Run ID: f6e9b4ad-695e-4bb6-a737-aa07dbada1f8 Baseline: 3c1871919b4e6d4e4c3817d7a2b227f960d5e0e0 Comparison: 535ce665363042d0c7a4c7ab10c2a2c301d4eab5 Total CPUs: 7

Performance changes are noted in the perf column of each table:

• ✅ = significantly better comparison variant performance
• ❌ = significantly worse comparison variant performance
• ➖ = no significant change in performance

No significant changes in experiment optimization goals

Confidence level: 90.00% Effect size tolerance: |Δ mean %| ≥ 5.00%

There were no significant changes in experiment optimization goals at this confidence level and effect size tolerance.

Experiments ignored for regressions

Regressions in experiments with settings containing erratic: true are ignored.

perf	experiment	goal	Δ mean %	Δ mean % CI
➖	file_to_blackhole	% cpu utilization	-0.02	[-6.57, +6.53]

Fine details of change detection per experiment

perf	experiment	goal	Δ mean %	Δ mean % CI
➖	otel_to_otel_logs	ingress throughput	+0.92	[+0.29, +1.55]
➖	idle	memory utilization	+0.29	[+0.25, +0.33]
➖	tcp_syslog_to_blackhole	ingress throughput	+0.26	[+0.21, +0.32]
➖	trace_agent_msgpack	ingress throughput	+0.00	[-0.01, +0.01]
➖	uds_dogstatsd_to_api	ingress throughput	+0.00	[-0.00, +0.00]
➖	tcp_dd_logs_filter_exclude	ingress throughput	+0.00	[-0.00, +0.00]
➖	trace_agent_json	ingress throughput	-0.02	[-0.04, +0.00]
➖	file_to_blackhole	% cpu utilization	-0.02	[-6.57, +6.53]
➖	process_agent_standard_check_with_stats	memory utilization	-0.22	[-0.28, -0.17]
➖	process_agent_standard_check	memory utilization	-0.34	[-0.40, -0.29]
➖	process_agent_real_time_mode	memory utilization	-0.46	[-0.51, -0.41]
➖	file_tree	memory utilization	-0.60	[-0.68, -0.51]
➖	uds_dogstatsd_to_api_cpu	% cpu utilization	-2.28	[-3.69, -0.88]

Explanation

A regression test is an A/B test of target performance in a repeatable rig, where "performance" is measured as "comparison variant minus baseline variant" for an optimization goal (e.g., ingress throughput). Due to intrinsic variability in measuring that goal, we can only estimate its mean value for each experiment; we report uncertainty in that value as a 90.00% confidence interval denoted "Δ mean % CI".

For each experiment, we decide whether a change in performance is a "regression" -- a change worth investigating further -- if all of the following criteria are true:

1. Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.

2. Its 90.00% confidence interval "Δ mean % CI" does not contain zero, indicating that if our statistical model is accurate, there is at least a 90.00% chance there is a difference in performance between baseline and comparison variants.

3. Its configuration does not mark it "erratic".

[hush-hush]

/merge

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