Field notes.
Real opinions about what AI is getting right and wrong for operators in 2026, written by us, in our own voice, not a content calendar. Plus the occasional teardown of something Izzy built and what it taught us.
Articles
5 Critical LLM Prompt Management Mistakes EU Teams Make (2026 Guide)
Learn how EU AI teams avoid version control chaos, compliance gaps, and cost overruns. Includes Python code examples, EU AI Act checklists (Articles 11 & 12), and testing frameworks.
How Much Does LLM Observability & EU AI Act Compliance Really Cost?
How much does EU AI Act compliance cost? We compare build vs. buy, hidden fees, and show the ROI of an LLM observability platform to avoid €35M fines.
Best AI Development Tools: Essential Stack for LLM Engineers
The definitive 2025 guide for LLM engineers. Compare the best IDEs, frameworks, vector DBs, and MLOps platforms to build your production AI stack.
The Zombie Integration Problem: Why Your AI Pilot Is Still on the P&L
95% of enterprise GenAI pilots show no P&L impact. Here's why the AI mandate you got handed keeps producing zombie integrations, and what actually holds.
Why Only 1 in 4 Employees Uses Your BI Tools Frequently (And What to Do About It)
Low BI dashboard adoption? Learn why traditional "pull" models fail and how Agentic Analytics proactively pushes actionable answers & insights to your team.
Prompt Management Platform Cost: Build vs. Buy Pricing Guide
Scaling your LLMs? Discover what a prompt management platform costs ($500 to $25,000+/mo), hidden TCO factors, and the real math of building vs. buying.
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