The Signal: October 10, 2026
3 articles
Atlassian's AI playbook: Why bolting on AI beat rebuilding from scratch
- Atlassian bolted AI onto 20+ legacy apps, now used by 5M+ users - Almost skipped chat interface but shipped it as a discovery tool - Chat backend became universal interface like DOS command line - Whiteboard prompts evolved into full features and workflow tools
Remote Hits $300M ARR with AI-Driven Payroll Automation
- Remote's payroll business hit $300M ARR, growing 300% YoY - 85% of Remote's code is now written by AI, boosting engineering output 60% - Revenue per employee increased 50% without layoffs, focusing on upskilling - Remote MCP enables AI agents to securely manage payroll and compliance
Cisco Integrates Claude AI into Webex Workspace
- Cisco embeds Claude AI into Webex for enhanced workspace functionality - AI-powered features aim to streamline communication and collaboration