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 29, 20265 min read
Building Dossier in Public: The M4 Milestone
Four milestones in, Dossier is no longer a side project — it's an agentic job-search system with real users. Here's what shipped, what broke, and why I'm building it on LinkedIn.
#dossier#build-in-public#agentic#saas - 02 · May 22, 20269 min read
Dossier: An 8-Agent Job-Search Pipeline That Survives Production at ~$0.04 per Run
Why I stopped building a job board and started building a quality-first agentic pipeline. The architecture, the cost discipline, and the SaaS layer I wrapped around it.
#agents#llm#side-project#dossier#saas - 03 · May 15, 20264 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