Altineris
API-driven content generation infrastructure with grounded source research, automated quality validation, and a mandatory human review gate
Generating content with AI is cheap; generating high-authority technical content that actually survives search quality scrutiny and represents a brand properly is hard.
Altineris is our API-first content generation engine (codenamed brainrotmachine), developed as part of the DevClusterAI cluster of small products. It researches, outlines, drafts, and prices multi-format content — and holds every piece in an approval queue until released by a person.
The Core Problem
In March 2026, search algorithms rolled out sweeping updates targeting programmatic, unreviewed AI content. Thousands of sites lost organic search traffic overnight. The lesson was clear: unreviewed content at scale is a liability, not an asset.
Altineris solves this by placing the editorial gate directly inside the generation infrastructure rather than in a checklist someone skips at 6pm on a Friday.
Architecture & Pipeline
Altineris orchestrates generation across an asynchronous Dagster pipeline backed by PostgreSQL:
- Grounded Source Research: Queries live web documentation via Jina AI before writing begins, grounding assertions in factual data rather than hallucination.
- Claude Code Outline & Drafting: Generates structured technical MDX articles and high-impact social posts according to verified client brand tokens.
- Automated Quality Checks: Validates syntax, minimum code blocks, and strict word count parameters.
- Human Review Gate: Holds drafts in
awaiting_reviewstatus until explicitly approved by an editor. - CRM Output Delivery: Automatically writes approved drafts into customer CRMs (like
closer-crm) as structured records.
Read the complete breakdown in the Altineris five-pillar architecture.
Core Architectural Pillars
- Per-Render Cost Accounting: Every generation tracks its exact model execution cost against the client record down to the cent.
- Edge Isolation: The public site (
altineris.com) runs statically on Cloudflare Pages with D1 SQLite functions, completely isolated from the internal pipeline’s PostgreSQL database to guarantee 100% uptime.
Explore our supported output formats on altineris.com/formats, follow our progress on the Altineris build log, or request early access.