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    <title>EventLake — Track A: SOC Weekly Problem Pamphlets</title>
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    <description>Single-problem technical and governance briefs solving one common problem per issue for SOC operators (Weekly), Non-SOC enterprise &amp; audit leaders (Biweekly), and smartphone users via Buoy on Android &amp; iOS (Monthly). Zero competitor OEMs named; every claim anchored to runtime-measured proof.</description>
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      <title>W06 — Slow Retrospective Hunts: Searching 90 Days of Process Trees Without Per-Query Scan Taxes</title>
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      <pubDate>Thu, 29 Oct 2026 09:00:00 +0000</pubDate>
      <category>soc_weekly</category>
      <description>[SOC Weekly · Issue W06 · Threat Hunter / SOC Lead] Problem: Hunting a newly disclosed IOC across 90 days of cold telemetry times out or triggers punitive cloud per-terabyte scan charges. | Why the Old Paradigm Fails: Row-oriented cloud log stores charge on ingestion and again on every retrospective search. | EventLake Fix: Columnar zstd seg3 segments with Bloom and Roaring bitmap indexes execute needle-in-haystack lookups on local NVMe/object storage with ₹0 per-query scan fees. (Measured Claims: C10, C11 · Surface: anatomy-of-an-event.html)</description>
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      <title>W05 — Log Tampering After Root Compromise: Proving the Attacker Didn&#x27;t Erase Line 4,102</title>
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      <pubDate>Wed, 28 Oct 2026 09:00:00 +0000</pubDate>
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      <description>[SOC Weekly · Issue W05 · Incident Responder / Forensic Lead] Problem: Once an intruder gains root or SYSTEM, mutable syslog files and standard database indices cannot prove what was deleted. | Why the Old Paradigm Fails: Unsealed log indices allow privileged attackers to rewrite or truncate historical rows without leaving a mathematical contradiction. | EventLake Fix: Forward-secure seg3 hash chains and per-segment Ed25519 receipts seal every batch at birth; any single-byte edit invalidates offline verification. (Measured Claims: C1, C24 · Surface: plane-1-substrate.html)</description>
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    <item>
      <title>W04 — Detection Lock-In: Moving 500 Sigma &amp; Custom Rules Without 6 Months of Rewrites</title>
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      <pubDate>Tue, 27 Oct 2026 09:00:00 +0000</pubDate>
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      <description>[SOC Weekly · Issue W04 · Detection Engineer] Problem: Evaluating or migrating a detection engine usually requires months of manual query rewrites in a proprietary dialect. | Why the Old Paradigm Fails: Proprietary query languages lock detection engineering IP inside one vendor&#x27;s billing meter. | EventLake Fix: Deterministic Rule Compiler translates Sigma, YARA, and correlation specifications into native AST execution with dual-run parity scoring. (Measured Claims: C2, C3 · Surface: research-coverage-gates.html)</description>
    </item>
    <item>
      <title>W03 — Fear of Auto-Containment: Isolating a Compromised Host Without Bricking Production</title>
      <link>https://eventlake.com/feed.html#W03</link>
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      <pubDate>Tue, 20 Oct 2026 09:00:00 +0000</pubDate>
      <category>soc_weekly</category>
      <description>[SOC Weekly · Issue W03 · Head of SOC / Incident Responder] Problem: SOCs leave automated response switched off because a naive script once isolated a domain controller or payment gateway. | Why the Old Paradigm Fails: Binary automation forces a choice between slow manual ticket queues and unguarded script execution with zero blast-radius ceiling. | EventLake Fix: The 10-Stop Action Gate in Actions enforces asset criticality checks, blast-radius caps, canary probes, number-matching Buoy step-up, and automatic rollback on health failure. (Measured Claims: C4, C19 · Surface: plane-3-execution.html)</description>
    </item>
    <item>
      <title>W02 — The Silent Sensor Gap: Knowing Which ATT&amp;CK Techniques Would Miss Tonight</title>
      <link>https://eventlake.com/feed.html#W02</link>
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      <pubDate>Tue, 13 Oct 2026 09:00:00 +0000</pubDate>
      <category>soc_weekly</category>
      <description>[SOC Weekly · Issue W02 · Head of SOC / Security Architect] Problem: Teams assume they have broad MITRE coverage until an incident reveals a critical log source silently stopped forwarding three weeks ago. | Why the Old Paradigm Fails: Static spreadsheet coverage maps never intersect live ingest health against the specific data sources each detection rule actually requires. | EventLake Fix: Live Telemetry Blindness Assessment intersects active estate feeds against 17 threat matrices and ranks every dark technique by the exact feed that closes it. (Measured Claims: C5, C31 · Surface: proof.html)</description>
    </item>
    <item>
      <title>W01 — The 3 AM Alert Flood: Turning 4,000 Raw Alerts into 3 Verifiable Incidents</title>
      <link>https://eventlake.com/feed.html#W01</link>
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      <pubDate>Tue, 06 Oct 2026 09:00:00 +0000</pubDate>
      <category>soc_weekly</category>
      <description>[SOC Weekly · Issue W01 · SOC Analyst / Detection Engineer] Problem: Single-event threshold rules fire hundreds of false positives every time a sysadmin runs a routine maintenance script. | Why the Old Paradigm Fails: Conventional correlation engines evaluate flat string rules in isolation without joining process lineage, network beacon symmetry, and identity privilege deltas. | EventLake Fix: Multi-Signal Conjunction Gates in Rules require process lineage + network beacon + privilege delta within a sliding entity window before paging an analyst. (Measured Claims: C2, C15 · Surface: plane-2-analytics.html)</description>
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