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docs: rewrite README with comprehensive project documentation
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#71:
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Update README to professional project documentation
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Fix flake8 W293: trailing whitespace on blank lines
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Fix SentinalOps -> SentinelOps in settings.local.json paths
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Fix Ruff lint violations and repo name typos
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feat(calibration): implement temperature scaling with learned parameter
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feat(correlation): Phase 19 — multi-incident reasoning engine with un…
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feat(investigation): Phase 14 — autonomous investigation planner with…
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feat(investigation): Phase 13 — dynamic runbook generation with mecha…
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feat(feedback): Phase 11 — operator feedback learning system with org…
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feat(scoring): Phase 10 — multi-dimensional root cause ranking engine
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feat(scoring): Phase 9 — evidence quality scoring with diagnostic tiers
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feat(agents): Phase 8 — specialized investigator agents with arbitrator
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feat(causality): Phase 7 — learned Bayesian probability engine with f…
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feat(causality): Phase 6 — causal reasoning engine with graph path se…
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feat(causality): implement phases 1 to 5 of SRE causal reasoning engine
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ci: adjust pytest coverage fail threshold to 50%
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ci: resolve Ruff and Flake8 lint/format issues in agents, nodes, and …
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docs: update Root Cause Match accuracy to 11.93% (lexical) / 14.68% (…
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config(rca): Phase 5 - configure DeepSeek as primary provider in resi…
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style(format): format E2E test file imports
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ci: introduce flake8 and resolve all Ruff/Flake8 lint violations
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test(integration): configure Testcontainers and add integration test …
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test(integration): configure Testcontainers and add integration test …
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feat(state): implement RedisStateManager with distributed locking
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