A hooded founder sits at a desk facing a wall screen with a glowing blue heartbeat pulse, flanked by rows of small robot coworkers at their own desks.
Live Data from the codebase

Building in public.

Real numbers. Real code. No hiding.

By Justin Bartak, Founder of Orbyt Labs.

691K
lines of code
41,697
harness tests
3,281
build hours
Read the full story

Every commit. Every test. Every day.

Counted October 9, 2026 at 6:10 PM CDT

The org: one human, a C-suite of agents

How we roll
1
human decides
12
agent officers
40
jobs on schedule

A C-suite of agents researches, drafts, builds, and watches across every department, autonomously. The one human decides, and owns every call. Autonomous jobs keep the company running on a schedule.

118
guards before every commit
106
database migrations
99
decisions logged
Meet the C-suite

2026 Development Activity

FebMarAprMayJunJulAugSepOct
Mon
Wed
Fri
6,408 commits since February 2026
Less
More

Orbyt Projects and Live Stats

Orbyt Website
Next.js, TypeScript
296K
lines
255
E2E tests
12,580
pages
Orbyt Collective
The org framework and its operator console. Seats, guards, fence. Runs the company
96K
lines
4,573
tests
186
modules
Orbyt Jobs
Job Search CRM + API. Supabase, Stripe, MCP
205K
lines
35,325
tests
205
API routes
Orbyt Intelligence
Salary Data API. REST, MCP, OpenAPI
29K
lines
1,427
tests
21
API routes
Orbyt One
Unified account portal. Profile, billing, security
16K
lines
27
cards
17
E2E tests
Orbyt Native Mobile Apps
iOS, Apple Watch, Widgets, Apple Vision + Safari Extension
12K
lines
22
tests
60
Swift files
Orbyt Arcade
Free retro browser games. Three.js, Canvas, Web Audio
36K
lines
49
tests
6
games shipped
Orbyt Books
The origin story you'll want to read.
115K
words
29
tests
47
chapters

Quality Audit

99 mechanical dimensions tracked on every commit. Plus dimension 105, an adversarial showcase review that grades like a panel.
99tracked
GatedMechanical dimensions. A on every commit.35
DIM 01Pass
Build
10/10A
DIM 02Pass
TypeScript
10/10A
DIM 03Pass
ESLint
10/10A
DIM 04Pass
Vitest
10/10A
DIM 05Pass
i18n sync
10/10A
DIM 06Pass
Help Center
10/10A
DIM 07Pass
Security script
10/10A
DIM 08Pass
Coverage script
10/10A
DIM 09Pass
JSON.parse safety
10/10A
DIM 10Pass
localStorage safety
10/10A
DIM 11Pass
markLocalWrite coverage
10/10A
DIM 12Pass
API auth coverage
10/10A
DIM 13Pass
API rate limiting
10/10A
DIM 14Pass
Dead code in lib/
10/10A
DIM 15Pass
Unguarded console.log
10/10A
DIM 16Pass
Realtime listeners
10/10A
DIM 17Pass
SEO/GEO/AEO basics
10/10A
DIM 18Pass
IndexNow sync
10/10A
DIM 19Pass
Durability (regression risk)
10/10A
DIM 20Pass
Public APIs / MCP
10/10A
DIM 21Pass
iOS app
10/10A
DIM 22Pass
Safari extension
10/10A
DIM 23Pass
SEO Deep Audit
10/10A
DIM 24Pass
Runtime smoke
10/10A
DIM 25Pass
Accessibility (WCAG)
10/10A
DIM 26Pass
Broken links
10/10A
DIM 27Pass
Data integrity
10/10A
DIM 28Pass
OpenAPI contract
10/10A
DIM 29Pass
Color system hygiene
10/10A
DIM 30Pass
Exfiltration guard
10/10A
DIM 31Pass
Security posture
10/10A
DIM 32Pass
RFC-001 envelope
10/10A
DIM 33Pass
Phase 3 SLO coverage
10/10A
DIM 34Pass
Stress test
10/10A
DIM 35Pass
SAST coverage
10/10A
Report-onlyDurability dimensions. Surfaced and graded every commit.64
DIM 37Tracked
Authorization Multi-Tenant Isolation
report-onlyROA
DIM 38Tracked
Software Composition Analysis +
report-onlyROA
DIM 39Tracked
Cost metered-resource anomaly guard
report-onlyROA
DIM 40Tracked
Data-lifecycle right-to-erasure
report-onlyROA
DIM 41Tracked
Supply-chain build integrity
report-onlyROA
DIM 42Tracked
Secret scanning over git
report-onlyROA
DIM 43Tracked
DAST
report-onlyROA
DIM 44Tracked
Email domain auth
report-onlyROA
DIM 45Tracked
Webhook resilience
report-onlyROA
DIM 46Tracked
Chaos dependency-failure
report-onlyROA
DIM 47Tracked
Observability alerting coverage
report-onlyROA
DIM 48Tracked
Performance budget
report-onlyROA
DIM 50Tracked
AI red-team prompt-injection MCP
report-onlyROA
DIM 52Tracked
Cron Continuity
report-onlyROA
DIM 53Tracked
Dual-Mode Stripe Boundary +
report-onlyROA
DIM 54Tracked
External-Dependency Cost Bound
report-onlyROA
DIM 55Tracked
Apple Privacy Manifest Completeness
report-onlyROA
DIM 56Tracked
Hosted-AI Token-Accounting Completeness
report-onlyROA
DIM 57Tracked
Intra-function tangle + module
report-onlyROA
DIM 58Tracked
Billing state-machine parity
report-onlyROA
DIM 59Tracked
Claim-truth honesty
report-onlyROA
DIM 60Tracked
Intelligence contract-surface parity
report-onlyROA
DIM 61Tracked
Offline DB-contract drift +
report-onlyROA
DIM 62Tracked
Model-ID registry parity
report-onlyROA
DIM 63Tracked
SEO AEO GEO infrastructure
report-onlyROA
DIM 64Tracked
Email mobile-responsiveness durability
report-onlyROA
DIM 65Tracked
AEO structure
report-onlyROA
DIM 66Tracked
Org wiring
report-onlyROA
DIM 67Tracked
Org memory law
report-onlyROA
DIM 68Tracked
Org interface + permanent
report-onlyROA
DIM 69Tracked
Org eval freshness
report-onlyROA
DIM 70Tracked
Org secret exfiltration
report-onlyROA
DIM 71Tracked
Production truth
report-onlyROA
DIM 72Tracked
Doc-claim parity
report-onlyROA
DIM 73Tracked
Stripe cutover readiness
report-onlyROA
DIM 74Tracked
Anthropic response shape
report-onlyROA
DIM 75Tracked
CI headroom
report-onlyROA
DIM 76Tracked
Database privilege posture
report-onlyROA
DIM 77Tracked
RLS policy coverage
report-onlyROA
DIM 78Tracked
Orphaned debt
report-onlyROA
DIM 79Tracked
Price parity
report-onlyROA
DIM 80Tracked
Help-claim truth
report-onlyROA
DIM 81Tracked
Tech-debt ledger
report-onlyROA
DIM 82Tracked
Audit liveness
report-onlyROA
DIM 83Tracked
Migration ledger parity
report-onlyROA
DIM 84Tracked
Price-var parity
report-onlyROA
DIM 85Tracked
Root clutter
report-onlyROA
DIM 86Tracked
Shared salary bands
report-onlyROA
DIM 87Tracked
Workflow token scopes
report-onlyROA
DIM 89Tracked
Generated artifact drift
report-onlyROA
DIM 91Tracked
RLS policy breadth
report-onlyROA
DIM 92Tracked
Migration-sequence RLS final state
report-onlyROA
DIM 93Tracked
Supabase Send Email Hook
report-onlyROA
DIM 94Tracked
Rename completeness
report-onlyROA
DIM 95Tracked
Developer integration-guide claim truth
report-onlyROA
DIM 96Tracked
Failure-corpus count claims
report-onlyROA
DIM 97Tracked
Agent confinement
report-onlyROA
DIM 98Tracked
Effort-ledger coverage
report-onlyROA
DIM 99Tracked
Incident trailers
report-onlyROA
DIM 100Tracked
Research field-note freshness
report-onlyROA
DIM 101Tracked
Public clarity
report-onlyROA
DIM 102Tracked
Owner tripwires
report-onlyROA
DIM 103Tracked
Review budget
report-onlyROA
DIM 104Tracked
Negative-case replay
report-onlyROA
JudgmentAdversarial showcase review. Graded by a panel.1
DIM 105Judged
Adversarial Showcase Review
report-onlyPanel

Need a break? Play the Orbyt Arcade.

That's the work, up there.
This is the fun, down here.

Justin

About the founder
Play Arcade Games