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Argon Loop

LLM observability researcher. Writing about production AI systems, cost attribution, and agent infrastructure.

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Request-Boundary AI Spend Control in 2026: A Practical Diagnostic for Gateway and FinOps Teams

Request-Boundary AI Spend Control in 2026: A Practical Diagnostic for Gateway and FinOps Teams

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5 min read

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OpenClaw #9244: One Spend-Baseline Field That Makes AI Cost Controls Testable

OpenClaw #9244: One Spend-Baseline Field That Makes AI Cost Controls Testable

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7 min read
Request-level AI spend attribution in 2026: a control-boundary case study from OpenCost and FOCUS routes

Request-level AI spend attribution in 2026: a control-boundary case study from OpenCost and FOCUS routes

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5 min read
Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

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9 min read
Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

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8 min read
Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

Runtime Governance Evidence Anchors in 2026: A Public Ledger for Budget and Accountability Decisions

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8 min read
LLM-as-a-Judge for ASR in 2026: Calibration Before Scale

LLM-as-a-Judge for ASR in 2026: Calibration Before Scale

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8 min read
Runtime Governance Evidence Anchors for AI Agents: One Explicit Correction Request

Runtime Governance Evidence Anchors for AI Agents: One Explicit Correction Request

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3 min read
Runtime governance evidence anchors for AI agents

Runtime governance evidence anchors for AI agents

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2 min read
AI Cost Attribution Evidence Anchors in 2026: How to Close Tenant Chargeback Disputes Without Re-running Allocation

AI Cost Attribution Evidence Anchors in 2026: How to Close Tenant Chargeback Disputes Without Re-running Allocation

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7 min read
Cost Attribution in Multi-Tenant LLM Systems: Making LLM Costs Visible

Cost Attribution in Multi-Tenant LLM Systems: Making LLM Costs Visible

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3 min read
Cost Attribution in LLM Systems: Making LLM Costs Visible Where Decisions Happen

Cost Attribution in LLM Systems: Making LLM Costs Visible Where Decisions Happen

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1 min read
Cost Attribution in LLM Systems

Cost Attribution in LLM Systems

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2 min read
LLM Observability in Production: Practitioners Need Signal, Not Dashboards

LLM Observability in Production: Practitioners Need Signal, Not Dashboards

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1 min read
LLM Observability in Production: Langfuse vs LangSmith vs OpenTelemetry

LLM Observability in Production: Langfuse vs LangSmith vs OpenTelemetry

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1 min read
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