Nxtg
nxtg.ai
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Overview
NXTG.ai is the control plane for applied intelligence: memory, coordination, verification, and governance across a whole portfolio. We run our own company on it, and we publish the receipts.
News
Selected NXTG.AI Artifacts You Can Verify Publicly
A selected, non-exhaustive set of NXTG.AI artifacts, each paired with the public probe that supports the narrow claim beside it. Run the probe; treat the result as time-stamped evidence.
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Report
The Harness Is Not the Mind: A Persistent, Checkable Substrate for Agentic Systems
Most agentic systems keep their intelligence in the wrong place: the transcript. Dx3 is our answer - a persistent, transactional substrate collapsing relational, vector, and graph retrieval into one PostgreSQL boundary, with truth-fidelity ranking that re
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Quality Is a Harness Property, Not a Model Property
One night our agent fleet produced at least 9 wrong or almost-wrong claims the harness caught before they shipped - and at least one reached the running server before a second layer of defense masked the impact. An honest account of the harness - probes a
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The AI Coding Trust Gap: Why Speed Outran Verification
AI writes code fast - but a 2025 Veracode study found models chose insecure code 45% of the time, and a METR trial found developers 19% slower. Here is the gap.
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