Weekly AI Newsletter
AI Insights From the Engineers Building It
Every week, our NYC engineering team writes about production AI that does not make it into vendor blog posts: the architecture decisions, the broken agent frameworks, and the deployment economics nobody likes to publish.
No marketing fluff. No sponsored content. Engineering writing from a team that ships AI systems on contracts, not blog posts.
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What's In It
What We Cover
Four topics every week. Each issue picks one to go deep on, and the others round it out.
LLM & Generative AI
New model releases (with an honest read on whether benchmark gains transfer to your stack), RAG techniques that survive real retrieval evaluation, when fine-tuning earns its complexity, and prompt engineering as a discipline rather than a vibe.
AI Agents & Automation
Multi-agent systems past the demo, tool use that does not invent functions, LangGraph and AutoGen patterns we have shipped, and deployment stories where the agent met production and lost the first round.
AI in Business
Case studies (when permission allows), ROI analysis that survives a CFO conversation, and the operational changes that happen between a successful pilot and a deployed system. The latter is usually where AI projects get stuck.
Engineering Best Practices
Architecture decisions we wish we had made earlier, MLOps patterns that hold under load, observability for systems where 'is the model OK' is not a boolean, and team structures that survive a model rev.
Inside Each Issue
What an Issue Looks Like
Three sections in every issue, structured so you know what you signed up for before the first one arrives.
The Deep Dive
One technical post per issue, roughly 1,200 words, written by someone with hands on the keyboard that week. No ghostwriters, no thought leadership filler.
Links That Matter
Three to five external links per issue with a one-sentence editor's note explaining why each one earns your attention. We read everything we link.
What We Are Building
A short note on what our team shipped or broke this week. Sometimes the lessons from the things that broke are the most useful parts of the issue.
Keep Reading
More From Our Engineering Team
Long-form posts on the Insights blog, the Development Handbook we share with new engineering hires, and case studies when you want concrete results from your industry.