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* Update robotic-process-automation.mdx * Update actor-model.mdx Update tags * Update applicant-tracking-system.mdx Update tags * Update business-intelligence.mdx Update tags * Update business-process-modeling.mdx Update tags * Update content-management-system.mdx Update tags * Update customer-relationship-management-system.mdx Update tags, copy * Update dag.mdx Update tags * Update data-mesh.mdx Update tags * Update data-mining.mdx Update tags * Update deep-reinforcement-learning.mdx Update tags * Update diff.mdx Update tags * Update digital-twin.mdx Update tags * Update ego-networks.mdx * Update dag.mdx Update tags (#2) * Update enterprise-resource-planning.mdx Update tags * Update fast-healthcare-interoperability-resources.mdx Update tags * Update fork.mdx Update tags * Update graph-databases.mdx Update tags * Update graph-representation-learning.mdx * Update knowledge-graph-machine-learning.mdx Update tags * Update knowledge-graphs.mdx Update tags * Update machine-learning.mdx Update tags * Update merge.mdx * Update metadata.mdx Update tags, copy * Update model-drift.mdx Update tags * Update multi-agent-systems.mdx Update tags * Update neural-nets.mdx * Update optimization-methods.mdx Update tags * Update parameters.mdx Update tags * Update parameters.mdx Update copy * Update parameters.mdx Update copy (#2) * Update process-mining.mdx * Update project-management-software.mdx Update tags * Update robustness.mdx Update tags * Update schemas.mdx Update tags * Update single-synthetic-environment.mdx Update tags * Update synthetic-data-generation.mdx Update tags * Update enterprise-resource-planning.mdx Improve styling * Update enterprise-resource-planning.mdx Add link * Update time-series.mdx Improve copy
kube
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Apr 14, 2026
… reviews Decompose the monolithic chart effect into 4 single-responsibility effects: - Effect 1: create/destroy uPlot on structural changes only - Effect 2: sync container size via useElementSize hook - Effect 3: stream data with setData(data, false) - Effect 4: playhead redraw Derived state replaces imperative plumbing: - useElementSize(ref) replaces getBoundingClientRect + inline ResizeObserver - useStableCallback(onScrub) keeps a stable identity, fixing chart recreation on every streaming update (AI review #1) - Extract attachRulerScrubbing() helper with cached overRect AI review fixes: - #1 onScrub instability causing chart recreation — useStableCallback - #2 missing placeMeta in streaming effect deps - #3 fill color hex assumption — use color-mix(in srgb) instead - #4 y-scale [0,0] when all values zero — Math.max(1, max * 1.05) - #7 playhead line offset not dpr-scaled — tipY - 4 * dpr Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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