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PostCraft AI
Feature Demo Presentation

Interactive Product Tour

Take a test drive of PostCraft's autonomous engine, self-improving prompts, multi-agent filters, and localized marketing suites. Select a theme in the top right to switch presentation designs.

The Need

The Content Grind & Target Users

PostCraft AI solves standard AI copy issues and scattered workflows for modern digital operators.

The Problems We Solve:

•
Generic AI Output: Default prompts lack personal vocabulary constraints and pacing, producing text that reads like robotic "AI Slop."
•
Disjointed Utilities: Swapping between news scrapers, rewriting sandboxes, visual overlay canvas tools, and calendars takes hours.
•
Double-Work Editing: AI content needs heavy manual tweaks to follow platform conventions (like LinkedIn folds vs Twitter threads).

Target Audience Profiles

Click below to see user category value propositions:

👤
Solopreneur
🧬
Creator
🏢
Agency
Solopreneurs & Technical Founders

Automates recurring schedules for organic content distribution, running a complete marketing department in the background for ~$0.05/month.

App Overview

PostCraft AI Overview

An autonomous, self-improving social media engine that aligns AI output with your brand's unique Voice DNA.

Core Design Purpose:

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Zero Slop: Standard AI templates write generic fluff. PostCraft restricts publication unless the draft strictly follows your vocabulary constraints and hooks.
•
Continuous Edit-Learning: Every time you make tweaks in the draft editor, the Meta-Loop automatically distills style rules in the background to patch prompt overlays.
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End-to-End Content Pipeline: Integrates news scraping, A/B hook comparisons, text-to-graphics, scheduled crons, and notifications in one serverless portal.

Interactive Loop Diagram

Click a stage below to view technical process details:

1. Voice DNA Profile Onboarding
2. Multi-Agent Orchestration Gate
3. Meta-Loop Correction & Patches
Onboarding Distillation

Paste brand writing samples. The analyzer automatically catalogs tone pacing, avoided keywords, and CTAs, establishing a base prompt overlay.

Tech Architecture

Architecture & Tech Stack

Built with modern frameworks, serverless APIs, fallback generation pipelines, and rigorous testing suites.

Software Principles:

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Turbopack Dev Cycles: Next.js 16 App Router compiling routes under 5s, pre-rendering static tools for GSC crawler optimization.
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Model Resiliency: Fallback pipelines automatically cycle models (Gemini 2.5 -> 3.0 -> 3.5 -> 3.1-Lite) to prevent rate limit blocks.
•
Index-Free Queries: Cloud Firestore structure avoids complex compound indexes, sorting post timelines in memory.
  • React 19 & Next.js App Router Client Contexts
  • Vanilla CSS Custom Variable Styling tokens
  • Theme Context controlling Editorial, Glass, Bento, and Obsidian layouts
  • HTML5 Canvas CORS-free graphics composer studio
  • Next.js Serverless Route Handlers API endpoints
  • Firebase Admin SDK for server-side auth checking
  • Google GenAI SDK (Gemini Text and Imagen 3)
  • Hugging Face Serverless Inference API (FLUX fallback)
  • Zernio REST SDK for direct multi-channel publishing
  • Telegram Bot API broadcast webhooks
  • Razorpay billing checkout fallbacks
  • Vitest Unit Tests (37-test suite) & Playwright E2E
Step 1 — Setup Onboarding

Voice DNA Mapping

Extract unique brand tone guidelines, avoidance words, and signature CTAs directly from text inputs.

Paste or modify writing samples below to map the style finger-print:

DNA Profile Result

Ready to distill. Click the action button on the left.

Step 2 — Sourcing Topics

Viral Topic Grounding

Retrieve high-performing news headlines dynamically via AI search queries customized for your niche.

Step 3 — Agentic Quality Gate

Multi-Agent Quality Gates

Coordinate Researcher, Writer, and Reviewer agents to verify quality thresholds before saving drafts.

Trigger the Orchestrator Pipeline to run the generation review loop. If the Reviewer score is under 75, a revision is forced.

🔍 Researcher
✍️ Writer
🛡️ Reviewer

-- System Ready. Click Orchestration button to run. --

Step 4 — Graphic overlay

Media Studio Text Overlay

Burn hooks or custom headlines onto social graphics in real-time, eliminating CORS tainted-canvas issues.

Step 5 — Scheduling crons

Timezone-Aware Scheduling

Plan posts in your local timezone and calculate UTC reconciliation times for automated database triggers.

Execution Schedule Map

Schedule Active
10:30 IST
UTC Conversion
05:00 UTC
Next Run Target
Jul 26

* Upon saving, the scheduler converts inputs to a UTC ISO string, enabling standard, database-friendly checks for background generation crons.

Step 6 — Self-Correction Loop

Self-Improving Meta-Loop

Compare manual text edits with AI outputs to auto-synthesis styling rules and version-bump guidelines.

1
Diff Output:

Waiting to compute differences...

2
Rule Synthesized:

Waiting for lesson extractor...

3
Prompt Patch Version:

Skill Overlay v1.2.0 (Active)

Step 7 — Support Hub

Help Desk & Diagnostics

Access SOP knowledge articles and report issues with automatically captured technical diagnostics.

Voice DNA Setup

Learn how write samples map constraints.

Billing & Quotas

Razorpay subscription limits and metrics.

Wizard Drafting

Platform rewriters and canvas overlays.

Auto-Diagnostics

Diagnostics packaged with support tickets.

Diagnostic Ticket Submitter

UID: auth_usr_9921
Active Route: /help
Theme: glassmorphic
Language: EN-US
Browser: Mock Presentation Environment
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