antoniooreany

Posted on Mar 29 • Originally published at sqeval.com

🟣🔵🟢 SQEval v1.17.0: Full Distribution Pipeline — 17 Platforms, One Command

#sqeval #contentdistribution #publishing #seo

💡 TL;DR: SQEval v1.17.0 ships a full multi-platform content distribution pipeline: 17 publisher adapters (Twitter/X, LinkedIn, Substack, Ghost, Bluesky, WordPress and more), an interactive setup wizard, 517 lines of new tests, and blog posts live from D1.

🏆 Key Results

Metric	Value
🎯 MAE	7.27% (5K validated)
📊 Benchmark Iterations	500,000
⚡ AI Tokens Consumed	0
🛡️ Failover	Circuit-breaker auto

SQEval v1.17.0: Full Distribution Pipeline — 17 Platforms, One Command

By Antonio Oreany · March 29, 2026 · SQEval Engineering Blog

SQEval has always been about evaluating content quality at scale. With v1.17.0, we close the loop: now we don't just audit content — we distribute it. This release ships a production-grade, fully-tested publishing pipeline covering 17 platforms.

What's New in v1.17.0

17 Publishing Platforms

The distribution engine now covers the full content ecosystem:

Category	Platforms
Developer	Dev.to, Hashnode, Hacker News, Ghost
Social	Twitter/X, LinkedIn, Reddit, Bluesky, Mastodon
Long-form	Medium, Substack, WordPress, Blogger
Community	Quora, Tumblr
Messaging	Telegram

Each platform has its own adapter in scripts/publishers/ with platform-aware formatting: Markdown for dev-focused platforms, HTML for CMS-based ones, plain text for social/messaging.

Interactive Setup Wizard

New setup-publishers.mjs automates credential onboarding:

node scripts/setup-publishers.mjs              # full interactive setup
node scripts/setup-publishers.mjs reddit       # single platform
node scripts/setup-publishers.mjs --check-only # validate existing keys

The wizard auto-registers API tokens where the platform allows it (Mastodon app tokens, Bluesky sessions), validates credentials by making live test calls, and writes to .env automatically.

Distribution in One Command

node scripts/distribute-article.mjs

This reads export/article.json, publishes to all configured platforms in parallel, and writes a distribution history to export/distribution_history.json. Every run is idempotent — previously published articles are skipped.

Under the Hood: Test Coverage

This release ships with 517 new test lines:

tests/unit/distribution.test.js — 388 lines, covers every publisher adapter: format validation, error handling, credential checks, and idempotency guards.
tests/unit/determinism.test.js — 129 lines, ensures the scoring engine produces identical results across multiple runs. No silent regressions from floating-point drift.

npm run test:unit

Blog Posts Now Live from D1

The /blog page fetches posts directly from the Cloudflare D1 database via /api/posts. Static stubs are gone — every post is now a real database record, editable from the admin panel and visible immediately on publish.

Technical Architecture

The distribution pipeline follows the same patterns as the audit engine:

Platform adapters are stateless — each publish*() function takes (article, config) and returns { success, url, error }.
History tracking uses a local JSON log (no external state), making the pipeline safe to run in CI.
Canonical URLs are set to https://sqeval.com/blog/posts/<slug> on all platforms for SEO consolidation.

Upgrade

git pull origin main
npm install
node scripts/setup-publishers.mjs

Then distribute your next article:

node scripts/distribute-article.mjs

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