An inside look into the complete end-to-end multi-agent pipeline used by Deepak Bagada to autonomously research, draft, code-verify, motion-render, and distribute technical journals and short-form video reels from Junagadh, Gujarat, India.
Pipeline Stages & Execution Specifications
Topical Discovery & Search Grounding
SearXNG metasearch agent and Perplexity API scan breaking updates across AI agent swarms, MCP servers, and web architectures, filtering against memory.md to prevent any duplication.
Long-Form Deep Article Synthesis
Drafts in-depth 1,200+ word journal articles with answer-first AEO summaries, code snippets, internal link grounding, and structured JSON-LD schemas.
Autonomous Code & Content Audit
An independent auditor subagent executes PHP syntax validation (php -l), checks Pint style conformity, verifies canonical links, and validates CommonMark markup.
Omni-Channel Distribution Swarm
Publishes synchronously to production Hostinger MySQL and generates adapted assets: X thread series, LinkedIn post, and Remotion 9:16 motion graphics reels.