Toolration
A task-scoped tool gateway that derives candidate manifests from observed behavior, applies customer policy and measures the context and outcome delta against an approved baseline.
Agent hosts often expose the union of every connected tool, spending context on irrelevant descriptions while increasing confusion and attack surface. Toolration observes which capabilities are actually selected for bounded task classes, proposes a smaller manifest, and lets the customer approve policy and fallback before serving it. Historical selection is evidence rather than authority: it can encode obsolete work, compromised behavior or incomplete exploration, and fewer context tokens do not prove lower total cost or better task outcomes.
The AI platform, agent infrastructure, security or engineering-cost owner operating many connected tools across recurring workflows.
A confirmed July 2026 protocol update and consecutive funded infrastructure companies supply current timing.
AI platform and engineering-cost owners have an identifiable tool-sprawl and context-budget problem.
The source records two cross-reference mentions, three inbound connections and five direct connections.
A funded gateway cluster, a current protocol update and a concrete infrastructure buyer make tool-manifest economics timely and measurable.
Observed behavior can be a poor policy source, savings attribution is disputable, adapter and taxonomy work remain material, and no structural incumbent copying barrier is established.
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