Live from the codebase

Building in public.

Real numbers. Real code. No hiding.

By Justin Bartak, Founder of Orbyt.

443K

lines of code

13,111

harness tests

1,890

build hours

Read the full story

Still building.

Every commit. Every test. Every day.

Last updated June 28, 2026 at 2:13 AM CDT

90-Day Development Activity

MarAprMayJun

Mon

Wed

Fri

1,285 commits in the last 90 days

Less

Orbyt Projects and Live Stats

Orbyt Website

Next.js, TypeScript

196K

lines

305

E2E tests

6,893

pages

Orbyt Jobs

Job Search CRM + API. Supabase, Stripe, MCP

193K

lines

11,865

tests

196

API routes

Orbyt Intelligence

Salary Data API. REST, MCP, OpenAPI

26K

lines

899

tests

API routes

Orbyt One

Unified account portal. Profile, billing, security

16K

lines

cards

E2E tests

Orbyt Native Apps

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

12K

lines

tests

Swift files

Quality Audit

53 mechanical dimensions tracked on every commit. Plus dimension 57, an adversarial showcase review that grades like a panel.

53tracked

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.18

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

JudgmentAdversarial showcase review. Graded by a panel.1

DIM 57Judged

Adversarial Showcase Review

report-onlyPanel

Why I Built Orbyt

Job searching is a bitch.
So I started building a platform. An ecosystem.
No co-founder. No funding.
Just one human, and a swarm of ai agents.

Justin

About the founder

Begin.

Live from the codebase

Building in public.

Real numbers. Real code. No hiding.

By Justin Bartak, Founder of Orbyt.

443K

lines of code

13,111

harness tests

1,890

build hours

Read the full story

Still building.

Every commit. Every test. Every day.

Last updated June 28, 2026 at 2:13 AM CDT

90-Day Development Activity

MarAprMayJun

Mon

Wed

Fri

1,285 commits in the last 90 days

Less

Orbyt Projects and Live Stats

Orbyt Website

Next.js, TypeScript

196K

lines

305

E2E tests

6,893

pages

Orbyt Jobs

Job Search CRM + API. Supabase, Stripe, MCP

193K

lines

11,865

tests

196

API routes

Orbyt Intelligence

Salary Data API. REST, MCP, OpenAPI

26K

lines

899

tests

API routes

Orbyt One

Unified account portal. Profile, billing, security

16K

lines

cards

E2E tests

Orbyt Native Apps

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

12K

lines

tests

Swift files

Quality Audit

53 mechanical dimensions tracked on every commit. Plus dimension 57, an adversarial showcase review that grades like a panel.

53tracked

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.18

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

JudgmentAdversarial showcase review. Graded by a panel.1

DIM 57Judged

Adversarial Showcase Review

report-onlyPanel

Why I Built Orbyt

Job searching is a bitch.
So I started building a platform. An ecosystem.
No co-founder. No funding.
Just one human, and a swarm of ai agents.

Justin

About the founder

Begin.