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+ <h1 align="center"># AISA Cross-Layer Contracts</h1>
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+ AISA relies on explicit cross-layer contracts to ensure predictable, governable, and reproducible agentic system behavior.
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+ These contracts define how constraints and signals propagate across layers.
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+ ---
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+ ## Contract Overview
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+ | Contract | Purpose | Key Artifacts |
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+ |---------|---------|---------------|
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+ | **Policy** | Enforce governance and safety constraints | Tool permissions, approval rules, safety policies, escalation rules |
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+ | **Telemetry** | Enable auditability and traceability | Run IDs, traces, tool logs, policy markers, budget signals |
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+ | **Versioning** | Ensure reproducibility and controlled change | Models, prompts, tools, workflows, memory and evaluation artifacts |
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+ | **Budget** | Control cost, latency, and risk | Token limits, time limits, tool-call limits, cost ceilings |
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+ ---
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+ ## Contract Descriptions
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+ **Policy** :Defines what actions are allowed, restricted, or require approval, and how safety and escalation rules are enforced at runtime.
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+ **Telemetry** :Specifies the minimum signals required to trace, audit, and reproduce agent behavior across executions.
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+ **Versioning** :Ensures that agent behavior changes are attributable to explicit,versioned artifacts rather than implicit system drift.
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+ **Budget** :Bounds resource usage to prevent runaway behavior and enable cost- and risk-aware operation.