It is Monday, three days before the big release. You are reviewing release notes when you notice a Tier 1 feature, one you committed to $300K ARR customers, has zero customer-facing documentation. You call the PM. "It is on my list," they say. It does not get done. The feature ships anyway. Support gets flooded with "how do I use this?" tickets, sales cannot pitch it, and a $50K a year account nearly churns because the product evolved without them. This nightmare repeats every month, not because anyone is incompetent, but because nobody has visibility into the hundred small things that slip during release planning.
Audit five inputs every Wednesday
The agent runs every Wednesday morning and asks the single question that matters: is everything needed for a successful release actually in place? It cross-references five inputs. Are all PRDs approved, or are any past deadline? Is every shipping feature registered in release notes? Are ETAs honest, or have some quietly slipped past the release date? Does every feature have a real kill switch? Is GTM ready with docs and talking points?
It does not just report problems. It names the PM responsible, shows exactly what is missing, and states the action to take.
The three gaps it catches
Three gaps derail nearly every launch. First, missing PRDs past deadline: a feature is committed and assigned, everyone assumes the PRD will get written, and three days out there is no spec. Second, ETAs that silently slip: a March 31 feature slips to April 2, an email goes to the exec sponsor, but nobody updates the release notes or the GTM team. Third, features not registered in release notes: it works, it ships, and somewhere between the Jira ticket and the release notes doc it falls off the list. Customers find out by accident. All three are preventable with a continuous weekly audit instead of Thursday-afternoon panic.
The 11-section report and the feature flag audit
The report has 11 sections, including a key dates dashboard, a critical-gaps table, the full release inventory, items not in release notes, draft release notes by tier, PM action items structured by urgency, a risk summary, feature flag status, the GTM readiness checklist, a required-fields audit, and a summary with the go/no-go call.
Spend a moment on feature flags, because this is where teams are weakest. A flag that exists on paper but is always-on is not a kill switch. The agent scans your codebase, finds every flag, and cross-references each against shipping features to show which can actually be disabled. Any shipping feature without a real kill switch is HIGH risk; a Tier 1 feature without one is CRITICAL.
The GTM readiness checklist scores four criteria with a go/no-go each: launching on time, sufficient discovery done, roadmap visibility, and GTM knowledge ready. All four green, release. Any red, have the conversation.
Connect Jira or Linear, GitHub or GitLab, and Notion or Google Docs, then run it on next Wednesday's release slate. The first report will be messy and full of gaps. That is the point. By week three, everything is on track. By week four, you ship with confidence.
FAQ
What does the agent check every week? PRD approval, release notes registration, ETA accuracy, feature flag coverage, and GTM readiness.
How quickly do launches improve? By week three most teams have fixed the recurring gaps. By week four launches are predictable: release notes done before go-live, sales trained, support ready.