Why Autonomous AI Agents Fail Compliance Audits
When your LLM agent generates a hallucinated compliance policy, nobody cares that the temperature was set to 0.1.
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Notes on agentic development.
How to turn AI into real shipping speed: audits, workflows, modernization, and the tactics that hold up in production.
More writing: Ironcrest Software blog and 815 Media blog.
Stop wiring raw LLM calls into your regulated workflows
Raw LLM API calls in regulated financial and logistics workflows are a ticking compliance disaster waiting for an audit.
Read moreThe Six-Figure WooCommerce Race Condition We Missed in Staging
A high-volume flash sale exposed a silent inventory race condition in WooCommerce, and why standard database locks failed.
Read moreDatabase isolation is easy compared to B2B onboarding
We built three vertical SaaS products and learned that row-level security is a picnic compared to enterprise onboarding support hell.
Read moreWhy Claude Belongs Nowhere Near a WooCommerce Checkout
Streaming LLM responses in real-time inside a WooCommerce checkout flow is a production disaster waiting to happen.
Read moreWhy We Killed the Microservices Proposal for a Fortune 500 Apparel Brand
When a Fortune 500 apparel brand wanted a distributed headless stack, we saved them millions by refusing to build it.
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