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
AWS Just Gave AI Agents Their Own Cloud API
AWS launched a managed MCP server with 40+ skills and IAM context keys that distinguish AI agent actions from human ones. The agent-native cloud...
AI in B2B Sales: How Managed Loops Are Replacing CRM Services
For every $1 spent on CRM software, $6 goes to manual services. Learn how AI-powered managed revenue loops are replacing sales admin and boosting pipeline.
Context Engineering for AI Agents: Beyond IVR & Flow Builders
Learn why most AI agents fail by forcing complex requests into rigid paths and how context engineering offers a better approach.
The Risks of Over-Documenting AI Prompts & Knowledge
Are your AI configurations too exposed? Discover why documenting everything is a strategic risk and exactly what proprietary AI knowledge to keep hidden.
LLM Wiki: The Self-Writing Knowledge Base Your Claude Code Setup is Missing
Developers spend 64% of their day searching for answers they already have somewhere. Karpathy's LLM Wiki pattern slashes that by building a...
Stripe Projects: What They Are and 5 Use Cases for AI Builders
Stripe Projects gives AI agents scoped API keys, spending limits, and a CLI for provisioning services across 40+ providers. Here's how it works...
The AI Builder's Guide to Building Skills for Claude Code
This guide covers building custom SKILL.md files from first principles to multi-skill architecture, with essential security patterns.
Resend vs Cloudflare Email Workers: Email API and Edge Routing Compared
Resend offers transactional email with 9+ SDKs, while Cloudflare Email Workers provides free inbound routing at the edge. Here's how to pick the right one
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.
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