Blog
Guides, insights, and updates on connecting AI agents to enterprise tools.
Tooling alone won't make your company AI-native. Here's the other half.
A road trip across Uzbekistan made one thing visceral: individuals shipping software with AI has reached the end of the world. For most mid-market companies, the bottleneck is no longer tooling — it is change management.
Read →MCP explained: How AI agents talk to your company tools
A technical breakdown of the Model Context Protocol — the open standard that lets AI agents connect to Jira, Slack, GitLab, and any enterprise tool through one protocol.
Read →AI coding output is up 59%. Shipping is down 7%. Here's the missing piece.
Everyone knows AI will transform software delivery. Few know how to actually get there. A CTO's perspective on why tool integration — not model capability — is the real bottleneck.
Read →How to connect Claude to Jira, Slack, and GitLab with one MCP endpoint
Connect Claude, ChatGPT, or any AI agent to Jira, Slack, GitLab, Google Workspace and the rest of your daily work stack through a single self-hosted MCP gateway.
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