shcallaway

The UI/UX could use a lot of love, for sure. We shipped it overnight after last week's php2shell + Railway outage, so didn't have much time to polish the UI. It's getting better already though!

Ouch

MCP is essential, haha

It's actually a deterministic classification system that combines classifications assigned by each of our upstream data providers. We decided that deterministic classifications based on well-defined criteria was safer and more reliable for users than yolo'ing it with AI. The summaries, however, are written by AI

cve.now is a free feed of the security vulnerabilities for agents. It merges the CVE list, CISA KEV, EPSS and OSV into one entry per CVE, explains each one in plain English, and filters down to the ones that need action. Get it as RSS, JSON, an API, or an MCP server for your coding agent. No login, no signup, no API key required.

AI has changed what's possible in software systems. Observability hasn't caught up. This manifesto lays out a path forward.

I completely agree w/ your points about why observability sucks: - Too much setup - Too much maintenance - Too steep of a learning curve

This isn't the whole picture, but it's a huge part of the picture. IMO, observability shouldn't be so complex that it warrants specialized experience; it should be something that any junior product engineer can do on their own.

> I can definitely imagine having Claude debug an issue faster than I can type and click around dashboards and query UIs. That sounds fun.

Working on it :)

Vibe-coders don't comprehend how the code works, yet they can create impressive apps that are completely functional.

I don't see why the same isn't true for "vibe-fixers" and their data (telemetry).