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
Agentic CRM: Why Revenue Teams Will Vibe Code Their Own AI Agents
Gartner says Agentic CRM is agent washing. Real AI requires autonomous loops, revenue teams, vibe code via coding agent Learn why the SaaS layer is disappearing
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
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