Stop hand-crafting text-to-SQL: a compiler-harness graph engine for agent data access
dosco · x · 2026-10-15
dosco argues the industry wastes billions on model-side reasoning while the real bottleneck is the deterministic boundary: instead of custom MCP tools or brittle text-to-SQL prompts, treat data, APIs and files as one governed graph. Agents emit dynamic GraphQL that the engine compiles into a single optimized query—zero N+1—and safety is guaranteed at engine level: 3,351 attempts across 10 models with 0 unsafe effects, plus benchmark tables of pass rates, latency and cost per reliable pass.
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