Publishing Pipeline

The Publishing Pipeline is the invisible infrastructure that converts raw experiments into polished content, automating every step from DGX training runs to social media posts.

The Flow

1. Experiment runs on DGX Spark, logs and metrics captured
2. Sync transfers results to MacBook via rsync
3. Session Tracking captures Claude Code conversation context
4. Blog Generation drafts posts from experiment data
5. Social Automation creates LinkedIn/Twitter summaries
6. Publish pushes to Substack with one command

Key Components

• DGX Dashboard: Web interface monitoring training jobs
• Session Recall: Semantic search across Claude Code history
• Slash Commands: 19 commands for content operations
• MCP Servers: Social media posting from Claude

The Meta-Recursion

This pipeline documents itself. Posts about automation are published through the automation. The system that generates content is itself documented in that content.

Why It Matters

Content creation is a bottleneck for knowledge sharing. By automating the mechanical parts, the pipeline frees mental energy for the creative parts: the insights, the analysis, the narrative.

Technical Details

• Shell scripts for orchestration
• rsync for file sync with checksums
• Obsidian for content management
• Claude Code for generation and editing

The Result

What used to take hours now takes minutes. Every experiment becomes a potential blog post without the friction of manual content creation.