Require Signed Provenance for AI‑Generated Community Posts
Stop banning or shrugging at AI posts. Require signed provenance tokens to preserve signal, enable nuanced moderation, and align toolmakers on privacy.
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Dev Tooling
3 essays filed under Dev Tooling.
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Default Auto Mode Is a Hazard: Enforce Human-in-the-Loop Contracts in Dev Tooling
Auto-mode LLMs shift risk to teams. Build human-in-the-loop contracts—UI gates, runtime checks, provenance, and metering—to keep control and costs predictable.
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SLA Engineering for LLM Agents: Specifying Failure, Recovery, and Cost
A concrete, testable approach to LLM agent SLAs: specify failure semantics, observability, replanning budgets, and economic duties across tools and vendors.
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