Guides
Data Infrastructure: What It Hosts, Not Just the Warehouse
Data infrastructure collects, stores, and governs data, then hosts the job that uses it. See the layer map and the five-object scorecard before funding a store.
Read articleHost identity, isolation, resume, and quota around a decision job—not a prompt box on a store.
Data infrastructure collects, stores, and governs data, then hosts the job that uses it. See the layer map and the five-object scorecard before funding a store.
Read articleWhat is data infrastructure? The stack that stores, moves, and serves data—and the job host. Get the meaning, then list four objects before you buy.
Read articleA decision job carries input, sources, views, evidence, gates, and artifacts. Name one id. Hold the chat if any part is blank. A table is not the unit.
Read articleData infra is the second compiler: why an answer holds. Keep the shell in vibe. Hold the generated page if the trail lives in the UI. A theme is not the host.
Read articleData platform architecture for agents? Draw database, runtime, and app. Hold the warehouse tour if the runtime box is blank. A store slide is not the host.
Read articleBuilding data infrastructure starts with owners for resume and the trail. Score that list first. Hold the rewrite if any cell is blank. A graph is not a host.
Read articleData infrastructure and analytics fail on resume, dual timelines, and a missing veto. Kill the job. Resume the same id. Hold the demo if any path is blank.
Read articleData ops is resume, quota, and audit around one job id. Kill the task. Resume the same id. Hold the demo if any move fails. A status page is not the path.
Read articleData infrastructure for AI? List runtime, isolation, resume, and quota. Hold the prompt-box demo if any object is blank. A warehouse box is not the host.
Read articleAnalytics infrastructure is the runtime that hosts the job. Score owners first. Hold the rewrite if the owner list is blank. A warehouse is not the host.
Read articleJev AI is TypeSafe's first System One model: send state, get a typed Choice, Score, or Noul. Read where a data agent should use it.
Read articleJev LLM means a typed probability, not a token string. Keep code for exact rules, and use the 79-pair test before you trust a speed claim.
Read articleA Jev agent returns a typed route, not an action. Apply confidence gates, safe fallbacks, and a reviewable JSON contract before any production integration.
Read articleJev limits for analysis cover 32,000 tokens, 255 choices, and no SQL, arithmetic, or causal claims. Apply the six boundaries and worksheet before routing.
Read articleCall the Jev API with state plus typed questions. Copy a cURL example, see input pricing, and fail closed when the endpoint overloads.
Read articleJev benchmark results span 62.6% to 95.4% by task. See accuracy, calibration, p50 latency, and cost with each denominator, plus a protocol you can rerun.
Read article