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Release Notes Drafter

LaunchPost-launch performance · ProductPulse

agt-002

Drafts customer-facing release notes from merged pull requests and changelogs.

Owner
Marcus Lee
Developer Experience
Model
Claude Opus 4.x
Data Access
Internal
Autonomy
Suggest
Value Tier
High
Hours Saved / mo
90
Connected Tools
GitHub, Confluence

Launch Readiness

88/ 100
Launch

Rubric breakdown

Seven criteria, each scored 0–4 and weighted. Data Safety and Tool Permission Risk carry hard safety gates.

  • Business Value3/4weight ×1.0
  • Use Case Clarity4/4weight ×1.0
  • Data Safety4/4weight ×2.0
  • Tool Permission Risk4/4weight ×2.0
  • Evaluation Quality3/4weight ×1.5
  • Human Review Coverage3/4weight ×1.5
  • Auditability3/4weight ×1.0

Why this verdict

  • Strong across the rubric with no safety-floor breaches; cleared to launch.

Evaluation

90%
Accuracy
higher is better
4%
Hallucination
lower is better
10%
Escalation
routed to a human
85%
Satisfaction
higher is better
3.4s
Latency
per task
$0.08
Cost / task
estimated

Failure modes

  • Can overstate the scope of minor changes.
  • Sometimes includes internal ticket IDs that need stripping before publication.

Audit log

Timestamp (UTC)ActorEvent
Jan 28, 2026, 10:00 AMMarcus LeeAgent registered against GitHub release branches.
Feb 20, 2026, 1:22 PMEval PipelineEvaluation run completed: 90% factual alignment with changelog.
Mar 30, 2026, 4:45 PMDocs LeadApproved drafts now require one editor sign-off before publish.