Patterns View

The Patterns view aggregates recurring findings across all repositories and pull requests in your organization into actionable patterns — helping you identify systemic issues rather than chasing individual findings one PR at a time.

Note: This view was previously named "Findings." If you have bookmarks to /findings, they automatically redirect to /patterns.

Overview

Instead of showing raw individual findings, the Patterns view groups findings by their pattern identifier and surfaces them with tiered severity, trend data, and remediation guidance. Each pattern represents a class of issue that appears across multiple PRs or repositories.

Hero Stats

Four stat cards at the top provide an at-a-glance summary:

Card	What it shows
Total Patterns	Count of unique patterns with P0/P1/P2 tier breakdown
Total Findings	Aggregate finding count across all patterns
Growing	Patterns with an increasing trend over the past 12 weeks
Unclassified	Patterns not yet assigned to a catalog category

Filtering & Sorting

Use the filter bar to narrow your view:

Filter	Options
Search	Filter by pattern name, pattern ID, or description
Category	Dynamic list derived from your pattern data
Tier	P0 (Critical), P1 (Important), P2 (Advisory)
Trend	Growing, Stable, Shrinking

Sort Options

Sort	Description
Impact (default)	Tier multiplied by count — highest-impact patterns first
Count	Raw finding count across all occurrences
Trend	Fastest-growing patterns first

Pattern Cards

Each pattern is displayed as a card with:

Tier badge — P0 (Critical), P1 (Important), or P2 (Advisory)
Category badge — The finding category (e.g., security, cost, compliance)
Pattern ID — Unique identifier for this pattern
Name and description — What the pattern detects and why it matters
Remediation preview — Suggested fix (if available from the pattern catalog)
Stats — Finding count, unique repo count, last seen timestamp, and affected repo names
Sparkline — 12-week visual trend with a trend direction badge (growing, stable, or shrinking)

Click any pattern card to open the Pattern Detail View.

Pattern Detail View

The detail view provides a deep dive into a specific pattern:

Header

Pattern name and description from the pattern catalog
Remediation guidance (if available)
12-week trend with direction indicator

Findings by Repository

Findings are grouped by repository, with each repo section collapsible. Each finding shows:

Field	Description
Title	Finding title
Description	Detailed finding explanation
Severity	Critical, High, Medium, Low, or Info
File Path	Source file where the finding was detected
Start Line	Line number in the source file
Recommendation	Suggested remediation
Fix Action	Available fix type (if applicable)
Cost Delta	Cost impact (if the finding has cost implications)
Check Type	Which analysis command detected it (review, plan, drift, etc.)

TL;DR

Patterns view groups recurring findings into actionable patterns with tiered severity
4 hero stats: total patterns, total findings, growing count, unclassified count
Filter by search, category, tier (P0/P1/P2), and trend (growing/stable/shrinking)
Sort by impact (default), count, or trend
Pattern cards show 12-week sparkline trends and affected repos
Click any pattern to see all findings grouped by repository with full detail
/findings redirects to /patterns for backward compatibility