RZMRN
← cd ..SYSTEMS + PRODUCTION

RZMRN Digest — a 15-stage news pipeline that ran unattended for months

Collection, deduplication, parallel LLM analysis, anomaly detection, translation and publishing to Cloudflare Pages — twice a day, with a watchdog and alerts. Retired with honors.

RZMRN Digest — a 15-stage news pipeline that ran unattended for months
Next.js 16React 19Tailwind v4Claude CodeMiniMax M2.5mem0PythonCloudflare Pages

15

Pipeline stages

84

Sources

2×

Runs a day

Months

Unattended

The Challenge

I wanted one readable digest instead of dozens of tabs: what changed in AI and tech, what looks unusual, and what matters — every day, without me running it.

The Approach

A 15-stage pipeline over 84 sources: collection, deduplication, parallel LLM analysis, anomaly detection, translation and a static publish to Cloudflare Pages, twice a day.\n\nA watchdog checked every run and alerted me when something stalled, so a silent failure couldn't quietly become a week of stale news.

2 products · shared infrastructure

Claude Code
rzmrn.comNext.js 16 · React 19 · Tailwind v4
Cloudflare Pages
digest.rzmrn.comMiniMax M2.5 · mem0 · PythonView Digest →
84 sources
Twice a day

Architecture diagram showing Claude Code feeding into rzmrn.com, RSS feeds and Cron feeding into digest.rzmrn.com, both connected by shared Cloudflare Pages infrastructure.

The Result

It ran unattended for months. When my time and GPUs moved to production work, I retired it on purpose rather than let it rot — honest > impressive.

Role: Designed and built it, with AI coding agents