009RELAYAIContent automation · AI
/
VERIFIED PRODUCTION STACKJava 21Spring Boot 3.5.7PostgreSQL 16Redis 7Spring SecurityDocker ComposeNginx PROD
LIVE SYSTEM

009 / RELAYAI / NEBULA MATRIX

The quantum era of
content automation

RelayAI is a content operations platform combining AI generation, publishing orchestration, A/B/n experimentation, analytics and multichannel delivery in one controlled workflow.

Open RelayAI
AutopublishingLIVE
TG

Nebula Matrix announcementPublished · 2 min ago

X

Quantum AI launchedScheduled · in 15 min

IN

Case: +247% CTRProcessing

+42%24h efficiency
98.3%recommendation accuracy
15K+active campaigns
98.7%uptime
2.3×efficiency growth
12variants / post
System

Content moves through one controlled pipeline — from source to measurable outcome.

01

Sources

RSS · Sitemap · API · CSV / Sheets · Telegram · VK

→
02

AI core

Brand Voice · rewrite · CTA · tags · platform constraints

→
03

Experiments

A/B/n across timing, tone and creative · automatic traffic allocation

→
04

Delivery

Queues · retries · idempotency · UTM · webhooks

Capabilities

Not a collection of disconnected tools, but one content matrix.

01

Quantum planning

Publishing windows based on audience local time and competitive density, with anti-cannibalization controls.

02

Neural Network 4.0

Content variants shaped by Brand Voice, platform limits, risk filters, headlines, CTA and hashtags.

03

Holographic dashboard

Streaming metrics, campaign annotations and export into Sheets/BI.

04

Test multiverse

A/B/n across format, timing and creative with weak variants stopped and traffic redistributed automatically.

05

Quantum pipelines

Queues, retries, idempotency and status tracing for reliable delivery.

06

Data teleportation

Webhooks/API, UTM builder, short links and end-to-end click tracking.

LIVE CONTROL SURFACE

The dashboard treats content as a system state, not a static asset.

CTR · ER · saves · comments · status · queue · retry · campaign annotations

LIVE STREAM
EFFICIENCY / 24H+42%
RECOMMENDATION ACCURACY98.3%
DELIVERY QUEUE
Telegram / announcementDELIVERED
X / launchDELIVERED
LinkedIn / casePROCESSING
VK / digestDELIVERED
Integrations

One control layer across publishing channels and work tools.

TelegramVKX / TwitterLinkedInInstagramFacebookYouTubePinterestTikTokRedditMediumWordPressNotionGoogle SheetsZapierSlackDiscordWebhooks
Product architecture

Import → Generate → Test → Publish → Measure

That loop makes RelayAI more than a post scheduler: it becomes infrastructure for systematic content operations.

quantum-terminal — nebula-matrix
$ relay import --source rss
→ normalized / deduplicated / enriched
$ relay generate --voice brand --variants 12
→ hypotheses ready
$ relay publish --abn auto --track utm
✓ pipeline live

LIVE · relay.ai-vai.com

relay.ai-vai.com
07 / ENGINEERING STACK

Not just “AI + autopublishing”, but a full production platform.

The stack is taken from the live relay.ai-vai.com deployment: Java/Spring monolith, PostgreSQL and Redis, a separate delivery loop, OAuth integrations, AI API and Docker/Nginx production edge.

Application layer
Java 21Spring Boot 3.5.7Spring MVC 6.2.12Thymeleaf 3.1.3Spring Data JPA 3.5.5Hibernate 6.6.33
Data & state
PostgreSQL 16Redis 7Caffeine 3.1.8Persistent uploadsGeoIP2 4.2.0
Security
Spring Security 6.5.6JJWT 0.12.6Secure cookiesCORS policyOAuth state protection
Integrations
OpenAI APIX API v2VK OAuth/APIFacebook GraphInstagram OAuthSMTPWebhooks
API & transport
REST / MVCOkHttp 4.12Jackson 2.19.2Springdoc OpenAPI 2.8.6Multipart uploads
Infrastructure
Docker ComposeEclipse Temurin 21 JRENginxLet’s EncryptHealth checksRestart policies
08 / Runtime architecture
Browser / DashboardThymeleaf · JS · CSS
Nginx / TLSHTTPS · reverse proxy
Spring Boot appJava 21 · MVC · Security · JPA
PostgreSQL 16primary persistent state
Redis 7fast state / cache
External APIsOpenAI · X · VK · Meta · SMTP
Production runtime

The WAR application runs on Java 21 inside Docker. App, PostgreSQL and Redis share an isolated compose network; only the application upstream is exposed through Nginx.

Delivery engine

A separate background loop processes publishing batches, retries with progressive backoff and caps retry attempts. Delivery state is kept independently from the UI.

Security contour

Spring Security + JWT, secure cookie profile, CORS policy and OAuth state secret for external providers. Swagger/OpenAPI can be disabled in production configuration.

Data durability

PostgreSQL stores core state, Redis handles fast state/cache workloads, while uploads and the GeoIP database live in persistent bind mounts.

DEPLOYEDrelay.ai-vai.comapp :8055 → origin :8133 → nginx :443