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For Product Managers

Understand your product throughdevelopment data

Component health scores, bug hotspots, knowledge silos, and ownership visibility. Make data-driven decisions about your roadmap.

Start FreeSee How It Works
The Problem

PMs fly blind on technical health

Without visibility into development patterns, product managers can't make informed decisions.

No Technical Visibility

PMs don't know which components are unstable or where bugs concentrate.

Roadmap Disconnected

Planning happens without understanding where the team is actually spending time.

Hidden Dependencies

Single points of failure and knowledge silos aren't visible until it's too late.

Geen Kwaliteitstrends

Je kunt niet zien of de productkwaliteit in de loop der tijd verbetert of verslechtert.

How It Works

From PRs to actionable insights

Every evaluated PR contributes to a complete picture of your product's health.

Step 1

PRs Are Tagged

Every PR is automatically classified by component, severity, and type (bug fix, feature, refactor).

Step 2

Data Verzamelt Zich

Na verloop van tijd ontstaan patronen: welke componenten hebben de meeste bugs, wie werkt waar, wat krijgt aandacht.

Step 3

Analytics Aggregeert

Onze analytics-engine berekent gezondheidsscores, identificeert silos en rangschikt componenten op risico.

Step 4

Dashboards Tonen Inzichten

Mooie dashboards laten je precies zien waar je aandacht en investeringen moet richten.

Component Health Score
Dashboard
Auth92%
Payments78%
Dashboard85%
API65%
Features

Deep visibility into your product

Six powerful analytics views designed for product managers and engineering leaders.

Component Health Scores

Aggregate metrics into a single health score per component. Quickly identify problem areas.

  • Combined bug/feature ratio
  • Code churn analyse
  • Test coverage trends
  • Bijdrager diversiteit

Bug Hotspot Identificatie

Zie waar P0 en P1 bugs zich concentreren. Richt kwaliteitsinspanningen waar ze het meest uitmaken.

  • Ernstnisdistributie
  • Time-to-fix metrics
  • Herhalingspatronen
  • Prioriteitsaanbevelingen

Kennissilo Detectie

Identificeer componenten met slechts één bijdrager. Beheer bus factor risico proactief.

  • Waarschuwingen voor enkele bijdragers
  • Eigendomspercentages
  • Cross-training suggesties
  • Risicopriorisering

Feature Ownership Map

Weet wie wat bezit. Zie primaire bijdragers en expertisegebieden in je codebase.

  • Eigendomsvisualisatie
  • Expertise identificatie
  • Handoff planning
  • Team allocatie inzichten

Trend Analysis

Volg kwaliteits- en snelheidstrends in de loop der tijd. Meet verbetering of vang regressies vroeg op.

  • Week-over-week veranderingen
  • Kwaliteitstraject
  • Snelheidspatronen
  • Anomaliedetectie

At-Risk Component Alerts

Combineer meerdere signalen om componenten aan het licht te brengen die aandacht nodig hebben voordat ze problemen worden.

  • Multi-factor scoring
  • Prioriteitsrangschikking
  • Slack meldingen
  • Aanbevelingen voor actie
Use Cases

Make better product decisions

Roadmap Planning

Problem

Planning without understanding where technical debt lies or where the team is stretched thin.

Solution

Use component health scores and ownership data to inform roadmap priorities.

Quality Retrospectives

Problem

Retrospectives missen concrete data over waar kwaliteit verbetert of verslechtert.

Solution

Trek trend reports die bug concentratie, time-to-fix en severity distribution veranderingen tonen.

Team Planning

Problem

Je weet niet waar je headcount moet toevoegen of hoe je team allocation moet balanceren.

Solution

Knowledge silo analyse toont waar cross-training nodig is en welke gebieden onderbemannd zijn.

FAQ

Common questions

What data do you need for accurate insights?

The more PRs we analyze, the better the insights. We recommend at least 100 evaluated PRs for meaningful component health scores. Trend analysis becomes reliable after a few weeks of data.

Can I define custom components?

Yes, you define your own components (e.g., Auth, Payments, UI) with file path rules. The AI also classifies PRs intelligently when rules don't match.

How often are analytics updated?

Analytics worden real-time bijgewerkt als PRs worden geëvalueerd. Trend berekeningen verversen elk uur, en health scores herberekenen dagelijks.

Kan ik de data exporteren?

Ja, alle analytics data kunnen als CSV of JSON worden geëxporteerd. API access is beschikbaar voor het bouwen van custom dashboards.

Ready to understand your product better?

Start uncovering insights from your development data today.

Start FreeSee All Features