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Engineering

Technical deep-dives from the STLabs engineering team.

Bring Your Own Agent: Introducing mcp.stlabs.com
PlatformLatest post, July 22, 2026

Bring Your Own Agent: Introducing mcp.stlabs.com

AI assistants are where a lot of work now starts — but they're built for thinking, not doing. mcp.stlabs.com closes the gap: explore in the assistant you already use, then act in STLabs, with your permissions, your audit trail, and no shadow channel.

Kiarash Adl · 5 min read
Graph Over Tables: Why We Built a Context Graph Instead of a CMDB
ArchitectureMarch 12, 2026

Graph Over Tables: Why We Built a Context Graph Instead of a CMDB

Every CMDB we've seen drifts from reality within weeks. We needed a data model that maintains itself, represents relationships natively, and lets AI reason about your environment — not just search it. Here's why we chose a graph.

Sam Makarovskiy · 9 min read