we're a small team running 5 consumer apps, so checking posthog, cloudflare, search console and slack for every app every day stopped being realistic
i ended up pulling everything into one internal tool, one timeline per app:
• error logs (client + server)
• analytics events we care about
• cloudflare logs
• google search console issues
• relevant slack channels
• custom signals per app, orders, signups, queue sizes, anything a db query can answer
agents read whatever is new every 30 minutes and only surface findings that need review. failed crons, seo drops, weird spikes. i almost NEVER reads raw logs anymore
it's also an mcp server, so claude can query the whole company when we're debugging or making decisions, so my team can use it too
we never set out to build a 'data foundation', it grew out of not wanting to check 5 dashboards
but now that we have it up and running it's honestly great
That drawing on your fridge (like the example from my daughter Meis) deserves a shelf. Upload it → they (@Nalden and crew) turn it into a full-color 3D figurine, shipped to your door. No mold, no minimum order. Free to try.
https://t.co/ry8obBr9Na