Concept PDF
The full architecture of an AI-driven shorts pipeline. Read in 90 minutes; build in a weekend.
$50
// faceless · daily · automated
Ship a faceless-shorts pipeline this weekend.
Get the 90-minute PDF.
I’ll send the architecture, the build checklist, and the dogfood numbers as they come in.
// pick your entry point
Start small, buy the pipeline, or take the whole system.
Buy nowRead details7-day refund window
Full AI pipeline
PDF + full repo with AI mode enabled. LLM-driven script + metadata generation. Bring your own AI API key.
$250
All-in bundle
PDF + AI repo + all shipped module add-ons + AI Rulesets for YouTube and TikTok. Saves $151 vs à la carte.
$900
$749
Save $151
// mass-production SaaS stack
The mass-production alternative is a monthly stack.
A rented setup that gets closer to daily production needs higher-volume subscriptions for generation, clipping, voice, captions, and repurposing. agentshorts keeps the bundle as source code you own; provider usage and API costs remain yours.
- production SaaS stack
- $401/mo
- $4,812 year one
- agentshorts all-in
- $749
- agentshorts full solution a la carte: $900
one-year production SaaS stack costs about $4,063 more than the all-in bundle. bundle saves $151.
Adjacent providers the framework can leverage
This delta is purchase-price math, not an all-in operating-cost promise. The repo can still use adjacent usage-billed model and voice providers through your own keys, so generation usage remains a pass-through cost you control.
lineplanusd/mo
Evidence uses public paid-plan prices checked in May 2026 for production-leaning creator/team tiers. Taxes, overages, FX, API usage, and plan changes are not included.
// two modes · same pipeline
Tuned first, automated daily.
The pipeline drafts scripts, voices them, and generates metadata. You tune the workflow with your own AI key, then let daily production run automatically with approval where you want it.
Your scripts, same automation.
You write the scripts in markdown. The pipeline handles voice, video, translation, upload. Zero AI spend, full control of the narrative.
Your brand, not a rented-tool watermark.
Generated videos are fully customizable: quality settings, aspect ratios, caption styling, colors, templates, voice choices, and export rules live in your repo. No forced ugly watermark; you build your own content brand inside the app.
- Control quality and render presets
- Tune captions, colors, layouts, and pacing
- Ship with your own brand system and export rules
// tier-3 modules
Buy a module later, or anchor on the bundle now.
Analytics Suite add-on
Channel performance dashboards, bulk underperformer cleanup, schedule intelligence.
$100 standalone
or $749 all-in (save $151)
Clip Harvester add-on
Twitch + YouTube viral-clip discovery, 9:16 conversion, multi-platform syndication.
$100 standalone
or $749 all-in (save $151)
TikTok Publisher add-on
Direct TikTok Content Posting API integration, multi-account fanout, retry logic.
$100 standalone
or $749 all-in (save $151)
Viral Captions Engine add-on
Retention-tuned caption rendering, viral-mode style presets, live preview.
$100 standalone
or $749 all-in (save $151)
AI Rulesets — YouTube
YouTube July-2025 inauthentic-content checklist, Made-with-AI label helper, title/desc/tag char limits, policy-risk heuristics, advertiser-friendly scoring.
$100 standalone
or $749 all-in (save $151)
AI Rulesets — TikTok
TikTok AI label helper (C2PA-aware), FYP-risk heuristics, caption + hashtag rules, music license cross-post check.
$100 standalone
or $749 all-in (save $151)
// bundle calculator
Tick modules and compare the full solution against the bundle.
full solution à la carte: $900 · bundle: $749 · you save: $151
Architecture
How the pipeline thinks
7 nodes. File-based handoffs. Each node swappable.
1trend
2script
3metadata
4TTS
5video
6translate
7upload
Real CLI. Real config. Your engine.
# 1. Configure your channel (config/channels.yml)the_ai_rift: mode: "ai" # or "manual" — same pipeline language: "en" short_video_app: token_file: "~/.config/agentshorts/the_ai_rift.shortapp.json" # 2. Generate a 14-day batch (drafts only — you approve)$ node schedule-content-batch.mjs --weeks 2 --produce-only # 3. Drain the queue daily (cron / launchd / hosted cron — your call)$ node upload-clips-week.mjs --no-shortapp # YouTube only until you auth TikTok [pipeline] script → translate → tts → video → metadata → upload [tiktok] the_ai_rift not configured — skipping [youtube] published: youtu.be/abc123 · scheduled +2hWhat you ship is a Node + Bash repo you clone, configure, and run. The lines below are from the production scripts in the buyer repo. See pricing →
Model a conservative channel scenario.
Assumption-based monthly revenue for a faceless channel running the pipeline daily. Move the sliders. The chart updates.
Uploads per day5 / day
13510
Average views per short5k
1k5k25k100k
Monetization tier
Higher tier = better niche, better hook, multi-platform monetization, affiliate income, sponsorships.
Modeled monthly revenue
$375
Year 1 cumulative
$3,694
Full AI pipeline price recovered in scenario
3 months
$250 of running
Cumulative income — 12 months
USD// rotating workflow notes
Mixed workflow-fit notes from generated production scenarios.
Illustrative scenario notes, not buyer reviews or ratings. English storefront notes stay English-only. Real outcomes depend on niche, inputs, review discipline, and distribution.
podcast clip repurposing
US · podcast producer
generated scenario
It did not pop right away. We spent like 3 weeks fixing boring hooks. Once that got better, cutting podcast clips stopped eating the whole afternoon.
newsletter-to-video briefs
UK · newsletter operator
generated scenario
I thought it would be a shorts thing, but it became a newsletter repurposing thing. Research in, LinkedIn clips and archive videos out.
sales explainer clips
Canada · B2B consultant
generated scenario
For consulting it was not plug and play. Had to build examples first. After that, the short explainers made sales calls way less repetitive.
workout plan clips
India · fitness programmer
generated scenario
This ended up being more useful for members than for viral posts. Weekly plans turned into app updates, email clips, and a few decent acquisition videos.
FAQ
Why is the bundle $749 vs $900 à la carte?
Because every module is wired against the same architecture; you save when you take them together, and we save the support overhead of one-off integrations.
Is the 7-day refund window literal?
Yes. CDC mandates it for Brazil; we apply it globally for parity. Email the footer contact within 7 days, get refunded, keep the chapter PDFs.
Will this work if I don't already run agents?
Tier-1 is the on-ramp: read the PDF, decide if the architecture lands; upgrade credit applies if you go to Tier-2 within 30 days.
// ready when the benefits are clear
Stop researching. Own the pipeline.
Get the source-code workflow, docs, and setup path for publishing short-form videos with your own accounts and provider keys.