@@ -1319,6 +1319,41 @@ Results:
13191319
13201320---
13211321
1322+ ## Limitations & Roadmap
1323+
1324+ ### Current Limitations
1325+
1326+ | Limitation | Impact | Mitigation Path |
1327+ | ------------| --------| -----------------|
1328+ | ** Simulation-only validation** | Hardware behavior may differ | Partner with hardware teams for on-device testing |
1329+ | ** Surface code focus** | Other codes (color, Floquet) untested | Architecture is code-agnostic; validation needed |
1330+ | ** Fixed grid topology** | Assumes regular detector layout | Extend to arbitrary graphs |
1331+ | ** API stability** | v0.x means breaking changes possible | Semantic versioning; deprecation warnings |
1332+
1333+ ### What We Don't Know Yet
1334+
1335+ - ** Scaling behavior at d>11** — Algorithm is O(n^{o(1)}) in theory; large-scale benchmarks pending
1336+ - ** Real hardware noise models** — Simulation uses idealized correlated bursts; real drift patterns may differ
1337+ - ** Optimal threshold selection** — Current thresholds are empirically tuned; adaptive learning may improve
1338+
1339+ ### Roadmap
1340+
1341+ | Phase | Goal | Status |
1342+ | -------| ------| --------|
1343+ | ** v0.1** | Core coherence gate with min-cut | ✅ Complete |
1344+ | ** v0.2** | Predictive early warning, drift detection | ✅ Complete |
1345+ | ** v0.3** | Hardware integration API | 🔄 In progress |
1346+ | ** v0.4** | Multi-code support (color codes) | 📋 Planned |
1347+ | ** v1.0** | Production-ready with hardware validation | 📋 Planned |
1348+
1349+ ### How to Help
1350+
1351+ - ** Hardware partners** : We need access to real syndrome streams for validation
1352+ - ** Algorithm experts** : Optimize min-cut for specific code geometries
1353+ - ** Application developers** : Build on ruQu for healthcare, finance, or security use cases
1354+
1355+ ---
1356+
13221357## References
13231358
13241359<details >
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