Blog · field notes
Building in production.
Notes from shipping GenAI systems, scaling LLM pipelines, and learning what survives real traffic. Mostly things I wish I'd known earlier.
01 · May 15, 2026
4 min read
What I Learned Shipping a Multimodal GenAI Platform to Production
Bodhi Atomize processes 10,000+ marketing assets for Eli Lilly. Here's what actually broke, what scaled, and what I'd build differently next time.
#genai#production#llm#publicis-sapient
02 · Apr 22, 2026
5 min read
Designing Dossier: A 7-Agent Job-Search Pipeline That Costs $0.06 per Application
I built an autonomous agentic system that researches companies, scores roles, finds referrals, and writes tailored resumes — for less than a coffee. Here's the architecture.
#agents#llm#side-project#dossier