CompanySite/graphify-out/GRAPH_REPORT.md

Graph Report - 2e709500-79ab-403f-9ca0-3f027ac9f36e (2026-06-17)

Corpus Check

• 59 files · ~448,077 words
• Verdict: corpus is large enough that graph structure adds value.

Summary

• 539 nodes · 582 edges · 95 communities (87 shown, 8 thin omitted)
• Extraction: 99% EXTRACTED · 1% INFERRED · 0% AMBIGUOUS · INFERRED: 4 edges (avg confidence: 0.8)
• Token cost: 0 input · 0 output

Graph Freshness

• Built from commit: 41a21312
• Run git rev-parse HEAD and compare to check if the graph is stale.
• Run graphify update . after code changes (no API cost).

Community Hubs (Navigation)

• _COMMUNITY_Community 0
• _COMMUNITY_Community 1
• _COMMUNITY_Community 2
• _COMMUNITY_Community 3
• _COMMUNITY_Community 4
• _COMMUNITY_Community 5
• _COMMUNITY_Community 6
• _COMMUNITY_Community 7
• _COMMUNITY_Community 8
• _COMMUNITY_Community 10
• _COMMUNITY_Community 11
• _COMMUNITY_Community 13
• _COMMUNITY_Community 14
• _COMMUNITY_Community 15
• _COMMUNITY_Community 16
• _COMMUNITY_Community 17
• _COMMUNITY_Community 18
• _COMMUNITY_Community 19
• _COMMUNITY_Community 20
• _COMMUNITY_Community 21
• _COMMUNITY_Community 22
• _COMMUNITY_Community 23
• _COMMUNITY_Community 24
• _COMMUNITY_Community 25
• _COMMUNITY_Community 26
• _COMMUNITY_Community 27
• _COMMUNITY_Community 28
• _COMMUNITY_Community 29
• _COMMUNITY_Community 30
• _COMMUNITY_Community 31
• _COMMUNITY_Community 32
• _COMMUNITY_Community 33
• _COMMUNITY_Community 34
• _COMMUNITY_Community 35
• _COMMUNITY_Community 36
• _COMMUNITY_Community 41
• _COMMUNITY_Community 42

God Nodes (most connected - your core abstractions)

1. Performance Testing Scripts - 12 edges
2. captureException() - 11 edges
3. ContactPage - 10 edges
4. ContactPage - 10 edges
5. Astro SSR Standalone Server - 9 edges
6. Backup Scripts - 9 edges
7. NavigationPage - 8 edges
8. Changed - Domain Migration (2026-03-21) - 8 edges
9. NavigationPage - 8 edges
10. main() - 7 edges

Surprising Connections (you probably didn't know these)

• sendContactEmail() --calls--> captureException() [INFERRED] src/pages/api/contact.ts → src/utils/sentry.ts
• POST() --calls--> logApiRequest() [INFERRED] src/pages/api/contact.ts → src/utils/logger.ts
• subscribeToNewsletter() --calls--> captureException() [INFERRED] src/pages/api/newsletter.ts → src/utils/sentry.ts
• POST() --calls--> logApiRequest() [INFERRED] src/pages/api/newsletter.ts → src/utils/logger.ts

Communities (95 total, 8 thin omitted)

Community 0 - "Community 0"

Cohesion: 0.05 Nodes (37): Architecture, Astro SSR Standalone Server, Available Scripts, Build Failures, Build Process, code:bash (npm install), code:dockerfile (FROM node:18-alpine), code:block11 (.) (+29 more)

Community 1 - "Community 1"

Cohesion: 0.05 Nodes (37): 1. performance_test.py, 2. quick-perf-check.sh, 3. lighthouse_audit.py, Available Scripts, Basic Response Time, Best Practices, CI/CD Integration, code:bash (# Quick check (recommended)) (+29 more)

Community 2 - "Community 2"

Cohesion: 0.13 Nodes (29): checkRateLimit(), corsHeaders(), escapeHtml(), getTransporter(), OPTIONS(), POST(), readSmtpConfig(), sendContactEmail() (+21 more)

Community 3 - "Community 3"

Cohesion: 0.16 Nodes (20): formatEntry(), getMinLevel(), log(), logApiRequest(), output(), shouldLog(), checkRateLimit(), corsHeaders() (+12 more)

Community 4 - "Community 4"

Cohesion: 0.09 Nodes (22): [1.0.0] - Initial Release, Added, Added, API Routes, Changed, Changed - Domain Migration (2026-03-21), Changelog, Configuration (+14 more)

Community 5 - "Community 5"

Cohesion: 0.09 Nodes (21): Automation Setup, Available Commands, Backup fails, Backup Scripts, code:bash (# First-time setup), code:bash (# Edit crontab), code:powershell (# Daily backup), code:bash (# List available backups) (+13 more)

Community 6 - "Community 6"

Cohesion: 0.12 Nodes (15): 1. Modular Monolith Over Premature Microservices, 2. Role-Based Access Control (RBAC) from Day One, 3. Offline-Resilient Design, Architecture Decisions That Scale, Blue-Green Deployments, code:block1 (src/), code:typescript (// Example: Contextual data filtering), code:sql (-- Row-level tenant isolation) (+7 more)

Community 7 - "Community 7"

Cohesion: 0.14 Nodes (13): 1. Database-per-district with central aggregation, 2. Offline-first for field-critical modules, 3. Audit logging baked into the data layer, Building something similar?, code:yaml (# Per-district deployment descriptor), code:java (@Scheduled(fixedDelay = 300_000) // every 5 minutes), code:yaml (features:), The Architecture We Committed To (+5 more)

Community 8 - "Community 8"

Cohesion: 0.14 Nodes (13): 1. Multi-District Deployment Complexity, 2. Security and Compliance, 3. Reliability Under Constraint, Architecture Decisions That Paid Off, code:java (@Configuration), code:java (@Service), code:java (@Component), code:yaml (# District-specific feature configuration) (+5 more)

Community 10 - "Community 10"

Cohesion: 0.17 Nodes (11): 1. Customer Service Automation, 2. Predictive Analytics, 3. Process Automation, 4. Intelligent Document Processing, code:python (from transformers import pipeline), code:python (import pandas as pd), code:python (# Example: Extracting structured data from forms), Implementation Considerations (+3 more)

Community 11 - "Community 11"

Cohesion: 0.17 Nodes (11): Code Example, code:astro (---), code:javascript (// Traditional SPA: Everything loads upfront), code:typescript (// src/content/config.ts), code:bash (npm create astro@latest), Content Collections: Type-Safe Content, Getting Started, How Astro Differs from Traditional Frameworks (+3 more)

Community 14 - "Community 14"

Cohesion: 0.18 Nodes (10): code:hcl (# Define AWS EC2 instance), code:dockerfile (# Multi-stage build for a Go application), code:yaml (# AWS Cost allocation tags), Common Pitfalls, Conclusion, Containerization as a Migration Strategy, Cost Optimization Strategies, Infrastructure as Code (+2 more)

Community 18 - "Community 18"

Cohesion: 0.43 Nodes (6): trackCaseStudyView(), trackEvent(), trackExternalLink(), trackFormSubmit(), trackNewsletterSignup(), trackPortfolioFilter()

Community 19 - "Community 19"

Cohesion: 0.36 Nodes (7): extract_scores(), get_issues(), main(), Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit, run_lighthouse()

Community 20 - "Community 20"

Cohesion: 0.46 Nodes (7): captureScreenshot(), ensureDir(), generateIndex(), main(), screenshotPath(), setTheme(), waitForPageReady()

Community 21 - "Community 21"

Cohesion: 0.36 Nodes (4): deleteFromDB(), getAllFromDB(), openDB(), processSyncQueue()

Community 22 - "Community 22"

Cohesion: 0.46 Nodes (7): checkRateLimit(), corsHeaders(), escapeHtml(), OPTIONS(), POST(), sendContactEmail(), validateContactForm()

Community 23 - "Community 23"

Cohesion: 0.43 Nodes (6): trackCaseStudyView(), trackEvent(), trackExternalLink(), trackFormSubmit(), trackNewsletterSignup(), trackPortfolioFilter()

Community 24 - "Community 24"

Cohesion: 0.36 Nodes (7): extract_scores(), get_issues(), main(), Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit, run_lighthouse()

Community 25 - "Community 25"

Cohesion: 0.46 Nodes (7): captureScreenshot(), ensureDir(), generateIndex(), main(), screenshotPath(), setTheme(), waitForPageReady()

Community 26 - "Community 26"

Cohesion: 0.36 Nodes (4): deleteFromDB(), getAllFromDB(), openDB(), processSyncQueue()

Community 27 - "Community 27"

Cohesion: 0.48 Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()

Community 28 - "Community 28"

Cohesion: 0.48 Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()

Community 29 - "Community 29"

Cohesion: 0.48 Nodes (5): initAllAnimations(), initButtonRipple(), initCounters(), initProgressBars(), initScrollReveal()

Community 30 - "Community 30"

Cohesion: 0.48 Nodes (5): extractJsonLd(), main(), validateOpenGraph(), validatePage(), validateTwitterCard()

Community 31 - "Community 31"

Cohesion: 0.47 Nodes (5): main(), measure_response_time(), print_stats(), Measure response time for a URL over multiple iterations, Print statistics for response times

Community 33 - "Community 33"

Cohesion: 0.47 Nodes (5): main(), measure_response_time(), print_stats(), Measure response time for a URL over multiple iterations, Print statistics for response times

Community 35 - "Community 35"

Cohesion: 0.6 Nodes (3): formatUptime(), GET(), percentile()

Community 36 - "Community 36"

Cohesion: 0.6 Nodes (3): formatUptime(), GET(), percentile()

Knowledge Gaps

• 121 isolated node(s): Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit, Measure response time for a URL over multiple iterations, Print statistics for response times (+116 more) These have ≤1 connection - possible missing edges or undocumented components.
• 8 thin communities (<3 nodes) omitted from report — run graphify query to explore isolated nodes.

Suggested Questions

Questions this graph is uniquely positioned to answer:

• Are the 2 inferred relationships involving captureException() (e.g. with sendContactEmail() and subscribeToNewsletter()) actually correct? captureException() has 2 INFERRED edges - model-reasoned connections that need verification.
• What connects Run Lighthouse audit on a URL, Extract key scores from Lighthouse data, Extract issues from Lighthouse audit to the rest of the system? 121 weakly-connected nodes found - possible documentation gaps or missing edges.
• Should Community 0 be split into smaller, more focused modules? Cohesion score 0.05 - nodes in this community are weakly interconnected.
• Should Community 1 be split into smaller, more focused modules? Cohesion score 0.05 - nodes in this community are weakly interconnected.
• Should Community 2 be split into smaller, more focused modules? Cohesion score 0.13 - nodes in this community are weakly interconnected.
• Should Community 4 be split into smaller, more focused modules? Cohesion score 0.09 - nodes in this community are weakly interconnected.
• Should Community 5 be split into smaller, more focused modules? Cohesion score 0.09 - nodes in this community are weakly interconnected.