The difference between AI teams that consistently deliver breakthrough products and those that languish in endless development cycles isn't technical skill—it's culture. A shipping culture transforms how your team thinks about risk, celebrates progress, and learns from failures.
123456789101112// Slack bot for Demo Friday management import { App } from '@slack/bolt'; const app = new App({ token: process.env.SLACK_BOT_TOKEN, signingSecret: process.env.SLACK_SIGNING_SECRET, }); // Weekly reminder - Tuesday morning const sendDemoFridayReminder = async () => { await app.client.chat.postMessage({ channel: '#engineering',
123456789101112{ "incident_id": "INC-2024-0142", "title": "API latency spike causing checkout failures", "severity": "SEV-1", "duration": "47 minutes", "customer_impact": "~2,400 failed checkout attempts, estimated $180K revenue impact", "timeline": [ { "time": "14:23 UTC", "event": "Deploy of recommendation service v2.3.1" }, { "time": "14:31 UTC", "event": "First alerts fire for API latency >2s" }, { "time": "14:35 UTC", "event": "On-call engineer begins investigation" }, { "time": "14:42 UTC", "event": "Root cause identified: N+1 query in new code" },