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AI-Powered Content Automation Tool
By Samsul Hadi @Threads


An automation-first platform that orchestrates multiple AI providers to generate articles, images, videos, and stories, then schedules and auto-publishes them to selected channels. The system is designed for creators and teams who want repeatable, data-informed content ops with minimal manual work.
What It Does
- Multi-format generation: long-form articles, social posts, carousels, image assets, video drafts/shorts, and story scripts.
- End-to-end scheduling: plan, queue, and auto-post to connected channels using workflow automations.
- Approval gates: optional human-in-the-loop for review/edits before publish.
- Templates & brand presets: reusable prompts and styles for consistent tone & visuals.
Workflow at a Glance
- Brief/Prompt Intake: via Telegram Bot or dashboard (topic, keywords, target channel, schedule).
- Research & Enrichment: optional metadata lookup using SERP API to refine angles and outline.
- AI Generation: text (GPT), images (DALL-E), video drafts (Veo3), and voiceovers/narration (ElevenLabs) where needed.
- Assembly: n8n composes assets, applies templates, and prepares channel-specific variants.
- Approval: review/feedback in Telegram; approved items move to the scheduler.
- Auto-Publish & Track: post via connectors; events are logged for analytics.
Key Capabilities
- Telegram Bot UX: create briefs, request variations, approve/reject, and check the content calendar on the go.
- Scheduler & Triggers: time-zone aware scheduling, retries on failure, and simple SLAs for re-queues.
- Auto-Posting: publish to supported social/API targets through n8n or Make.com connectors.
- Content Library: store versions, assets, and final posts with traceable lineage.
- Audit & Roles: basic role separation for creators, reviewers, and operators.
Analytics & Optimization
- PostHog event tracking for generation steps, approvals, failures, and publish outcomes.
- Simple content performance views (per channel/format) to inform the next prompts and templates.
Integrations & Tech
- AI Providers: GPT (text), DALL-E (images), Veo3 (video), ElevenLabs (voice).
- Automation: n8n for primary orchestration; Make.com for selected connectors.
- Data & Storage: Supabase (DB + storage for assets, jobs, schedules, and logs).
- Messaging UI: Telegram Bot for briefs, approvals, and notifications.
- Research: SERP API for topic enrichment & metadata.
- Payments: integration with payment gateway for subscriptions/credits.
Security & Operations
- Token-scoped API keys and environment-based secrets for external providers.
- Rate-limits and job queues to protect providers and ensure predictable throughput.
- Structured logs for each run (prompt → generation → approval → publish).
Status
In progress (since June 2025) — actively iterating on connectors, approval UX in Telegram, and performance dashboards in PostHog.