Historical articles and technical notes may include exploratory examples, synthesis figures, or modeled comparisons. Treat performance, power, savings, customer, production, and deployment claims as public-safe only when they are linked to measured artifacts or explicit evidence labels. Start with the current docs or evidence-label definitions.
Patterns
Examples
Evaluation-oriented patterns showing delta-state algebra in simplified workloads.
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Distributed Cache
Multi-node cache synchronization model using XOR deltas. Treat as an educational pattern until a workload-specific architecture review supports deployment claims.
examples/distributed_cache.py⬡
IoT Sensor Fusion
Sensor-fusion sketch using fixed-width XOR deltas. Gateway merge and loss behavior require workload-specific protocol validation.
examples/iot_sensor_fusion.py∷
Real-Time Analytics
Track metric deltas across dimensions in a simplified accumulator model. Database and log replacement claims need measured workload artifacts.
examples/realtime_analytics.pyReady to Build?
Start with the Python SDK. Scale to kernel-level. Deploy on FPGA.