Phase 01 · DiscoverTeklens match: very high
Domain knowledge from the code
How it works
Product and domain knowledge is extracted automatically from the code – new PMs are productive in days instead of months, and onboarding no longer depends on senior availability.
- Extracts domain knowledge directly from the codebase
- Finds relevant code areas semantically instead of by file name – saving tokens and speeding up analysis
- Decouples understanding from individual heads – bus-factor risk drops
- Speeds up onboarding for new PMs
Roles
Product ManagerEngineerCPO / CTO
Teklens apps & integrations
Teklens.aiGitHubConfluence
Example prompts
Copy one of the following prompts and paste it into the Teklens chat. Adapt the details to your use case.
Explain the domain of module [M] based on the code.
How does [feature] work in the code, and who knows it best?
Find the code areas related to [topic].
Related use cases
More use cases from the same phase of the cycle.
Customer insightsClusters scattered customer signals from every source and turns them into prioritised product opportunities.View use case Duplicate & relatedness sweepFinds duplicate and related ideas and bugs across the whole backlog – linked to the code they touch.View use case Code-grounded estimationThe first rough triage in Discover: effort, risk and complexity for every incoming idea – estimated against the real code.View use case
From the PM Lab
Articles that explore this use case in depth.
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Software product management × code intelligence: your context becomes reasoned priorities and build-ready specs.