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Oleksandr Kachur

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Beyond context limits: why a picture is worth a thousand wordsAI-fokus 20262026-05-19
Argues that embedding images as optical context yields far fewer tokens and faster inference than raw text for observability data, showing a Grafana demo where…
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Three flavors of generational GC: G1, ZGC, ShenandoahJfokus 20262026-02-02
All three collectors adopt a generational design in generational ZGC in Java 25 and behavior differs sharply: Capo benchmarks show ZGC has the lowest pause…
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