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
It's not the tools. It's the shape
AI didn't just make our work faster. It changed what our work actually is, and what makes a business or a person valuable now.
How to Build an AI-Native Company: The YC Blueprint
Discover YC Partner Diana Hu’s framework for AI-native companies. Learn how closed loops, token maxing, and lean org charts drive 5.7x more revenue.
How to Restructure Engineering Teams for Autonomous AI Agents
90% of teams use AI coding tools, but many see lower stability. Learn how to restructure your CI pipelines, specs, and security for autonomous AI agents.
Agentic Engineering: From Writing Code to Orchestrating AI
The developer's role has shifted from typist to conductor. Learn how multi-agent orchestration and AI code review are redefining software engineering today.
PromptMetrics v1.0.2: The Production-Ready Prompt Registry
Move your LLM apps from prototype to production with PromptMetrics v1.0.2. Explore our secure, self-hosted prompt registry with a new Web UI and Python SDK.
Why We Killed Our SaaS to Open-Source LLM Observability for the EU
Tired of paid LLM tools holding your data hostage? We accidentally built the self-hosted, GDPR-compliant LLM observatory Europe actually needs.
The Prompt Engineering Myth: 7 Problems Breaking EU AI Startups in 2026
Stop optimizing prompts. Discover the 7 architectural flaws breaking EU AI startups in 2026 and the Sovereign Workflow roadmap for compliant, scalable AI.
The Top 5 Problems with PromptMetrics (And Why You Might Want to Avoid Us)
Thinking of buying PromptMetrics? Read this honest review of our top 5 limitations from engineering requirements to SaaS data constraints to decide if we're the right fit.
The Political Cost of AI Technical Debt: Why Your Team is at War
Is decentralized prompt management killing your velocity? Learn why prompt sprawl is a hidden tax on your AI budget and how a Shared Registry restores order.
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