Engineering Blog
Building the Future of
Data Intelligence
Deep dives into AI agents, streaming architectures, and the tech behind Uncypher
Beautiful promise
Did onboarding improve?
Meaning
What counts as activation?
Product
Who saw the launch?
Data
Which event is trusted?
Memory
Which exceptions matter?
Category shift
Not Text-to-SQL. Company-to-query.
Before the Query Comes the Company
Text-to-SQL was a breakthrough: English could become executable data work. The next step is translating company context into the right query.
The Complete Guide to Streaming AI Agents
From first token to production scale — understand streaming, SDK events, and the infrastructure that powers real-time AI agents.
Building a Knowledge Graph from SQL
How we use FalkorDB and Claude to auto-generate knowledge graphs from database schemas and queries.
Agent Tool Orchestration Patterns
MCP servers, tool deduplication, and session resumption in multi-turn agent conversations.