https://sudonull.com/code-benchmarking-precise-cpu-and-cache-measurements
Learn to benchmark code correctly: rdtsc, perf, statistical analysis. Framework for middle/senior dev. Measure cache-misses and optimize for real.
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https://sudonull.com/reasoning-drift-in-ai-how-models-lose-quality
Breaking down reasoning drift in Claude and other AI: symptoms, causes, protection for developers. Implement benchmarking and monitoring for stability in B2B processes. Read the guide.
https://sudonull.com/haic-benchmarks-for-real-ai-evaluation
Learn why synthetic AI tests deceive and how HAIC evaluates human+AI in teams. Practical cases from medicine and business for senior developers.
https://sudonull.com/parallel-chunk-merging-manticore-search
Speed up RT-table compaction in Manticore Search 24.4.0: parallel merges up to 6.8x faster. Benchmarks, settings parallel_chunk_merges and merge_chunks_per_job. Configure for RT workloads.
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