7fa58db5e334cd65e6b6a6ef0da075047fbf55206361634e74120f1fa8e04730
active
contextual
axiomatic

Tier 1 uses forked Python subprocesses with seccomp, a pool size of 20 with a 5-40 range, under 100 millisecond P99 latency, and process-level isolation for arithmetic, strings, and simple algorithms.

Supporting contexts

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| Tier 1 | Forked Python subprocesses + seccomp | 20 (5-40) | <100ms | Process-level | Arithmetic, strings, simple algorithms |

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

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### Three-Tier Execution Model

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

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Tier 1

PYRANA_PLATFORM_ARCHITECTURE_REFERENCE.md

Effective from: 7/16/2026, 11:30:50 PM

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