AI Vanguard Newsletter
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What You Get
Weekly Analysis
One in-depth email per week covering a specific enterprise AI topic: tool comparisons, architecture patterns, deployment lessons, market shifts, and governance updates.
Early Access
Newsletter subscribers get early access to new articles, benchmarks, and frameworks before they are published on the site.
Practitioner Focus
Written for people who build and deploy AI systems, not people who read about them. Technical depth with business context.
Recent Editions
Why LLM Agents Fail at Action Execution
The 11 guardrails that prevent hallucinated tool calls, retry storms, and wrong actions in production agent systems.
Building a Return Resolution Agent on GPT-4o + Shopify
Architecture breakdown, tool calling, state management, and everything that broke.
RAG vs. Fine-Tuning for E-commerce Support
When to retrieve vs. retrain — the decision framework for enterprise knowledge access.