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

Building in public.

Real numbers. Real code. No hiding.

By Justin Bartak, Founder of Orbyt Labs.

612K

lines of code

27,884

harness tests

2,930

build hours

Read the full story

Every commit. Every test. Every day.

Last updated September 13, 2026 at 5:14 PM CDT

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

How we roll

human decides

agent officers

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.

113

guards before every commit

106

database migrations

decisions logged

Meet the C-suite

2026 Development Activity

FebMarAprMayJunJulAugSep

Mon

Wed

Fri

5,247 commits since February 2026

Less

Orbyt Projects and Live Stats

Orbyt Website

Next.js, TypeScript

278K

lines

254

E2E tests

12,546

pages

Orbyt Collective

The org framework and its operator console. Seats, guards, fence. Runs the company

38K

lines

420

tests

modules

Orbyt Jobs

Job Search CRM + API. Supabase, Stripe, MCP

203K

lines

25,666

tests

203

API routes

Orbyt Intelligence

Salary Data API. REST, MCP, OpenAPI

29K

lines

1,427

tests

API routes

Orbyt One

Unified account portal. Profile, billing, security

16K

lines

cards

E2E tests

Orbyt Native Mobile Apps

iOS, Apple Watch, Widgets, Apple Vision + Safari Extension

12K

lines

tests

Swift files

Orbyt Arcade

Free retro browser games. Three.js, Canvas, Web Audio

36K

lines

tests

games shipped

Orbyt Books

The origin story you'll want to read.

115K

words

tests

chapters

Quality Audit

95 mechanical dimensions tracked on every commit. Plus dimension 101, an adversarial showcase review that grades like a panel.

95tracked

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.60

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

JudgmentAdversarial showcase review. Graded by a panel.1

DIM 101Judged

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

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

How we roll

human decides

agent officers

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.

113

guards before every commit

106

database migrations

decisions logged

Meet the C-suite

Orbyt Projects and Live Stats

Orbyt Website

Next.js, TypeScript

278K

lines

254

E2E tests

12,546

pages

Orbyt Collective

The org framework and its operator console. Seats, guards, fence. Runs the company

38K

lines

420

tests

modules

Orbyt Jobs

Job Search CRM + API. Supabase, Stripe, MCP

203K

lines

25,666

tests

203

API routes

Orbyt Intelligence

Salary Data API. REST, MCP, OpenAPI

29K

lines

1,427

tests

API routes

Orbyt One

Unified account portal. Profile, billing, security

16K

lines

cards

E2E tests

Orbyt Native Mobile Apps

iOS, Apple Watch, Widgets, Apple Vision + Safari Extension

12K

lines

tests

Swift files

Orbyt Arcade

Free retro browser games. Three.js, Canvas, Web Audio

36K

lines

tests

games shipped

Orbyt Books

The origin story you'll want to read.

115K

words

tests

chapters

Quality Audit

95 mechanical dimensions tracked on every commit. Plus dimension 101, an adversarial showcase review that grades like a panel.

95tracked

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.60

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

JudgmentAdversarial showcase review. Graded by a panel.1

DIM 101Judged

Adversarial Showcase Review

report-onlyPanel