🐚 Agentic Development Telemetry
Complete metrics for the Conch iOS app agentic development journey · Sep 28, 2025 → present
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Total Agent Runs
211
Discrete sessions · 30-min gap threshold
Total AI Coding Time
40.1 hrs
2,403 cumulative minutes
Avg Agent Run
11.4 min
Longest: 118.7 min · Feb 3, 2026
AI Code Hashes
119,371
Total AI-generated code blocks tracked
Your Time in Cursor
Total Agent Active Time
40.1 hrs
2,403 min confirmed AI coding across 22 active days
Busiest Single Day
6.3 hrs
Jan 27, 2026 · 15 runs · Competitive Features v1.1
Avg per Active Day
1.8 hrs
109 min/day across 22 active coding days
Project Span
144 days
Sep 28, 2025 → Feb 19, 2026 · 22 days had agent activity
Daily Coding Time (Agent-Active Minutes)
Day-by-Day Breakdown
| Date | Runs | Agent Time | Intensity |
|---|---|---|---|
| Jan 20 | 11 | 108.9 min (1.8 hrs) | |
| Jan 21 | 2 | 39.2 min | |
| Jan 22 | 14 | 170.1 min (2.8 hrs) | |
| Jan 23 | 13 | 114.7 min (1.9 hrs) | |
| Jan 27 🏆 | 15 | 377.0 min (6.3 hrs) | |
| Jan 28 | 7 | 13.2 min | |
| Jan 29 | 18 | 309.4 min (5.2 hrs) | |
| Jan 30 | 14 | 169.8 min (2.8 hrs) | |
| Jan 31 | 2 | 21.6 min | |
| Feb 2 | 16 | 32.6 min | |
| Feb 3 | 17 | 240.9 min (4.0 hrs) | |
| Feb 4 | 18 | 240.4 min (4.0 hrs) | |
| Feb 6 | 8 | 17.7 min | |
| Feb 9 | 3 | 16.5 min | |
| Feb 10 | 8 | 45.7 min | |
| Feb 11 | 10 | 94.2 min (1.6 hrs) | |
| Feb 12 | 8 | 119.4 min (2.0 hrs) | |
| Feb 13 | 2 | 7.3 min | |
| Feb 16 | 3 | 34.0 min | |
| Feb 17 | 4 | 59.7 min | |
| Feb 18 | 10 | 60.2 min (1.0 hr) | |
| Feb 19 | 11 | 154.7 min (2.6 hrs) |
Commits by Month
Agent Run Duration Distribution
Model Usage by Code Hashes
AI Code Output by File Type
Codebase — Current State
Total Swift Files
220
Total Swift Lines (current)
57,692
Total Swift Lines Ever Written
69,262
Admin HTML + server.js (current)
~19,890
Admin Lines Ever Written
24,409
Cloud Functions Lines (current)
~800
Total Lines of Current Solution
~78,382
Total Lines Ever Written (all iterations)
~95,671
Rewrite rate: ~17.5% — healthy iterative development
Code by Layer
Agent Session Summary
Total Discrete Agent Runs
211
Distinct Conversation IDs
85
Average Run Duration
11.4 min
Median Run Duration
~7 min
Longest Single Run
118.7 min
Total Cumulative Agent Time
40.1 hrs
Total AI Code Hashes
119,371
Primary AI Mode
Agent (Composer)
Most Used Model
claude-4.5-sonnet-thinking
Git Commit Breakdown
Fix / Bug / Revert
160
Add / Implement / Build
157
Update / Document
90
Other
97
Refactor / Clean
9
Total Commits
513
First Commit
2025-09-28
Latest Commit
—
Active Dev Days
40 days
Top 10 Longest Agent Runs
| # | Date & Time | Duration | Code Hashes | Model | What Was Built |
|---|---|---|---|---|---|
| 1 | Feb 3 · 2:13–4:11 PM | 118.7 min | 553 | claude-4.5-sonnet | UI Color System Overhaul phases 3+4 |
| 2 | Jan 27 · 5:57–7:23 PM | 85.7 min | 147 | claude-4.5-sonnet | Competitive Features v1.1 |
| 3 | Jan 29 · 10:07–11:12 PM | 64.9 min | 913 | claude-4.5-sonnet | Conch Points + Feed social features |
| 4 | Jan 27 · 9:06–10:05 PM | 59.8 min | 443 | claude-4.5-sonnet | Competitive features build |
| 5 | Jan 27 · 4:13–5:13 PM | 59.7 min | 1,573 | claude-4.5-sonnet | Competitive features (peak hashes) |
| 6 | Jan 27 · 7:39–8:33 PM | 54.2 min | 633 | claude-4.5-sonnet | Competitive features iteration |
| 7 | Jan 29 · 1:34–2:28 PM | 53.7 min | 1,193 | claude-4.5-sonnet | Auth + profile system overhaul |
| 8 | Feb 4 · 1:39–2:30 PM | 50.7 min | 2,830 | claude-4.5-sonnet | TikTok-style feed transformation |
| 9 | Jan 30 · 2:49–3:39 PM | 50.2 min | 207 | claude-4.5-sonnet | Event Discovery + Firestore rules |
| 10 | Feb 12 · 12:15–1:01 PM | 46.6 min | 1,422 | claude-4.5-sonnet | Liquid glass implementation |
iOS Screens Built (Top 20)
| # | Screen | Lines | Area |
|---|---|---|---|
| 1 | FriendsView | 1,145 | Social |
| 2 | ConchBlowDetailView | 997 | Events |
| 3 | ThemeStoreView | 899 | Theming |
| 4 | SettingsView | 873 | Settings |
| 5 | ConchBlowConfirmationView | 869 | Events |
| 6 | ProfileView | 791 | Profile |
| 7 | CloseoutPublishingView | 642 | Memory |
| 8 | RSVPView | 589 | Events |
| 9 | CloseoutCustomizationView | 588 | Memory |
| 10 | BlowConchView | 573 | Core UX |
| 11 | MyPhotosView | 572 | Media |
| 12 | EditProfileView | 544 | Profile |
| 13 | DiscoverEventsView | 541 | Discovery |
| 14 | EditConchBlowView | 538 | Events |
| 15 | LandingHomeView | 524 | Auth |
| 16 | ConchesView | 524 | Social |
| 17 | FriendProfileFull | 517 | Social |
| 18 | FriendProfileView | 488 | Social |
| 19 | ThemeBundlePickerView | 483 | Theming |
| 20 | MapLocationPickerView | 476 | Location |
69 full screens · 39 components · 108 total UI files
Services Built (Top 15)
| # | Service | Lines |
|---|---|---|
| 1 | ConchService | 1,156 |
| 2 | EventCloseoutService | 1,121 |
| 3 | UserProfileService | 1,041 |
| 4 | ConchBlowManager | 813 |
| 5 | AuthenticationService | 757 |
| 6 | FriendsService | 695 |
| 7 | FeedService | 626 |
| 8 | PointsService | 584 |
| 9 | NotificationService | 577 |
| 10 | EventDiscoveryService | 565 |
| 11 | EventPhotoService | 471 |
| 12 | CheckInService | 432 |
| 13 | FeedbackMediaService | 398 |
| 14 | ThemeBundleService | 393 |
| 15 | FirebaseMessagingService | 366 |
35 total services · 14,628 lines
Top 10 Most Active Coding Days
| # | Date | Commits | Intensity | What Was Shipped |
|---|---|---|---|---|
| 1 | Jan 30, 2026 | 61 | Event Discovery, feed, liquid glass tab bar, close-out, push notifications for chat | |
| 2 | Jan 27, 2026 | 58 | Competitive features v1.1 (Uber/Lyft, OpenTable, check-ins, video) | |
| 3 | Dec 14, 2025 | 50 | RSVP sync, admin, friends, UUID fix, edit event | |
| 4 | Feb 2, 2026 | 36 | Color system overhaul, theme consistency, icon visibility | |
| 5 | Feb 3, 2026 | 30 | UI polish (button opacity, close buttons, text visibility) | |
| 6 | Jan 29, 2026 | 30 | Gamification, Feed social features, Firestore security | |
| 7 | Dec 10, 2025 | 24 | FCM push notifications, blow UX, mic input, admin | |
| 8 | Feb 4, 2026 | 22 | Feed snapping, music library, event closeout flow | |
| 9 | Feb 11, 2026 | 19 | Admin event creation, profile photos, feed UX | |
| 10 | Jan 20, 2026 | 18 | Points/milestone system, Discover UI |
Major Sprint Timeline
Sep 28, 2025
Initial Commit
Project created. Single commit. The journey begins.
Nov 20–23
Firebase Foundation (25 commits)
Push notifications, FCM, Firebase Auth, contacts, SMS invites, Cloud Functions
Dec 1–14, 2025
Core Sprint (117 commits)
RSVP system, friends graph, admin dashboard, UUID fixes, 50+ bug fixes. Peak day: 50 commits on Dec 14.
Jan 20–31, 2026
Feature Explosion (201 commits — peak month)
Event Discovery, check-ins, gamification, Uber/Lyft, OpenTable, food delivery, themes, liquid glass, TikTok feed. Peak day: 61 commits on Jan 30.
Feb 3–4, 2026
UI Consistency Overhaul (11 commits, 5 phases)
100+ files, 473 hardcoded colors replaced, 10 color settings, universal icon visibility. Longest agent run: 118.7 min.
Feb 12–13, 2026
True Apple Liquid Glass
8 iterations of glass design, finally achieving hybrid blur + customization with .buttonStyle(.glass)
Feb 17–19, 2026
9-Bug Sprint + Memory Video System
9 critical bugs fixed, memory video social reactions, native share sheet, attendee access, audio suppression.
Admin Dashboard
Admin HTML Pages14 pages
server.js lines4,590
API Endpoints57+
DeploymentRailway (auto-deploy)
Third-Party Integrations
Firebase Auth
Firestore
Firebase Storage
FCM
Cloud Functions
StoreKit 2
MapKit
CoreLocation
AVFoundation
CoreAudio
Uber / Lyft
OpenTable
DoorDash
Uber Eats
Grubhub
Instacart
iOS Contacts
Railway
Node.js / Express
OpenStreetMap