AI changed how you respond to incidents. Your tabletops haven’t caught up.
Tabletop exercises answer one question: when something breaks, will the people responsible for fixing it do the right thing, in The post AI changed…
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Why MCP security is about permissions overhaul
Anthropic’s Model Context Protocol (MCP) went into production in late 2024. It spread rapidly after that.  Since then, thousands of The p…
Vibe-coded apps are the new shadow IT
Shadow IT used to be a SaaS problem. Someone on the marketing team signed up for a tool, connected it The post Vibe-coded apps are the new shadow IT…
AI adoption isn’t the same as AI usage
Every engineering org I’ve talked to this year has some version of the same chart. Seat activations climbing. Token spend The post AI adoption…
Designing APIs for agents
In early 2025, Webflow started building for MCP before there was a clear playbook for agent-ready APIs. We publicly announced The post Designing API…
AI didn’t replace our security team — it multiplied it.
For years, the assumption in security has been straightforward: mature detection and response programs require a Security Operations Center (SOC). T…
Where AI saves me time and where it slows me down
I use AI every day, and I would not want to go back. That is probably the simplest way to The post Where AI saves me time and where it slows me down…
“I think this is costing us more than we realize”: what permissionless ownership really asks of you
Most people do not stay quiet because they have nothing to say. They stay quiet because speaking up changes their The post “I think this is co…
Code is a message to the future
Engineers communicate constantly. Slack messages, design docs, RFC threads, code review comments: the job is as much about sharing intent The post C…
What your logs can’t tell you when an AI agent acts alone
For a long time, logs lived in a strange purgatory: technically required, rarely read, and mostly forgotten until something broke. The post What you…
The cleanup cost of AI-generated code
The world is actively using AI to make our lives more efficient and safe — from creative writing to safer The post The cleanup cost of AI-generated…