Essays

Reliable analysis before the query.

Notes on grounded AI analytics, governed SQL, product semantics, and the reusable business context behind Uncypher.

SDK->Stream->Redis->SSE
thinking: "Analyzing..."
text: "Redis pub/sub is..."
tool: execute_sql()
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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.

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#text-to-sql#company-to-query#analytics-memory

Before the Query Comes the Company

Text-to-SQL was a breakthrough. The next step is translating business context into the right query before the answer ships.

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How we use FalkorDB and Claude to auto-generate knowledge graphs from database schemas and queries.

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Agent Tool Orchestration Patterns

MCP servers, tool deduplication, and session resumption in multi-turn agent conversations.

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