[
  {
    "id": "banned-phrase-001",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is important to note that",
    "severity": "critical",
    "confidence": 0.95,
    "examples": [
      "It is important to note that the database must be optimized.",
      "It is important to note that security is critical."
    ],
    "replacements": [
      "The database must be optimized",
      "Note: security is critical",
      "Simply state the fact directly"
    ],
    "context": "One of the strongest AI detection signals - never use this phrase",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-002",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it should be emphasized that",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "It should be emphasized that performance matters.",
      "It should be emphasized that testing is crucial."
    ],
    "replacements": [
      "Performance matters",
      "Testing is crucial",
      "State directly without preamble"
    ],
    "context": "Signals AI-generated meta-commentary",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-003",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is worth noting",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "It is worth noting that caching improves speed.",
      "It is worth noting that users prefer simplicity."
    ],
    "replacements": [
      "Caching improves speed",
      "Users prefer simplicity",
      "Note: [direct statement]"
    ],
    "context": "Extremely common AI pattern",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-004",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it should be mentioned",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "It should be mentioned that latency varies.",
      "It should be mentioned that costs can escalate."
    ],
    "replacements": [
      "Latency varies",
      "Costs can escalate",
      "Omit the preamble entirely"
    ],
    "context": "Typical AI throat-clearing",
    "frequency": "common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-005",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it cannot be denied",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "It cannot be denied that AI is advancing.",
      "It cannot be denied that efficiency matters."
    ],
    "replacements": [
      "AI is advancing",
      "Efficiency matters",
      "State the fact confidently"
    ],
    "context": "Overly formal AI pattern",
    "frequency": "common",
    "domains": [
      "academic",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-006",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it goes without saying",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "It goes without saying that security is important.",
      "It goes without saying that testing matters."
    ],
    "replacements": [
      "Security is important",
      "Testing matters",
      "State it directly or omit"
    ],
    "context": "If it goes without saying, don't say it",
    "frequency": "common",
    "domains": [
      "academic",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-007",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "needless to say",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Needless to say, performance is critical.",
      "Needless to say, users expect speed."
    ],
    "replacements": [
      "Performance is critical",
      "Users expect speed",
      "State it or don't"
    ],
    "context": "Self-contradicting preamble",
    "frequency": "common",
    "domains": [
      "academic",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-008",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is well known that",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "It is well known that caching improves speed.",
      "It is well known that testing reduces bugs."
    ],
    "replacements": [
      "Caching improves speed",
      "Testing reduces bugs",
      "Cite evidence if needed"
    ],
    "context": "Vague authority appeal",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-009",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is widely recognized",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "It is widely recognized that automation helps.",
      "It is widely recognized that microservices scale."
    ],
    "replacements": [
      "Automation helps",
      "Microservices scale",
      "Cite specific sources"
    ],
    "context": "Unattributed consensus claim",
    "frequency": "common",
    "domains": [
      "academic",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-010",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it bears mentioning",
    "severity": "critical",
    "confidence": 0.89,
    "examples": [
      "It bears mentioning that costs increased.",
      "It bears mentioning that latency improved."
    ],
    "replacements": [
      "Costs increased",
      "Latency improved",
      "State facts directly"
    ],
    "context": "Overly formal intro",
    "frequency": "occasional",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-011",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "seamlessly",
    "severity": "critical",
    "confidence": 0.96,
    "examples": [
      "The system integrates seamlessly with APIs.",
      "Data flows seamlessly between services."
    ],
    "replacements": [
      "The system integrates with APIs via REST endpoints",
      "Data flows between services using event streaming",
      "Use specific technical details"
    ],
    "context": "Marketing buzzword that signals AI writing",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-012",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "cutting-edge",
    "severity": "critical",
    "confidence": 0.95,
    "examples": [
      "We use cutting-edge technology.",
      "This is a cutting-edge solution."
    ],
    "replacements": [
      "We use PostgreSQL 15 with pgvector extensions",
      "Specify the actual technology and version",
      "Name the specific innovation"
    ],
    "context": "Vague marketing language",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-013",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "state-of-the-art",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "State-of-the-art machine learning models.",
      "A state-of-the-art approach to optimization."
    ],
    "replacements": [
      "GPT-4 with fine-tuning on domain data",
      "Gradient boosting using XGBoost 2.0",
      "Name the specific model or technique"
    ],
    "context": "Academic/technical vagueness",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-014",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "revolutionary",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "A revolutionary new framework.",
      "Revolutionary approach to caching."
    ],
    "replacements": [
      "A framework that reduces build times by 60%",
      "Caching that cuts latency from 200ms to 15ms",
      "Use specific measurable improvements"
    ],
    "context": "Hyperbolic marketing language",
    "frequency": "common",
    "domains": [
      "executive",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-015",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "game-changing",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "This is a game-changing feature.",
      "A game-changing approach to deployment."
    ],
    "replacements": [
      "This feature increased user retention by 40%",
      "Deployment time dropped from 2 hours to 8 minutes",
      "Provide concrete metrics"
    ],
    "context": "Business buzzword",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-016",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "paradigm shift",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "A paradigm shift in software development.",
      "This represents a paradigm shift."
    ],
    "replacements": [
      "Moving from waterfall to continuous deployment",
      "Switching from monolith to microservices",
      "Describe the actual change"
    ],
    "context": "Management consulting jargon",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-017",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "best-in-class",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "Best-in-class performance.",
      "A best-in-class solution."
    ],
    "replacements": [
      "p95 latency of 12ms vs industry average of 45ms",
      "Faster than 95% of competitors in benchmarks",
      "Provide specific comparative metrics"
    ],
    "context": "Unsubstantiated claim",
    "frequency": "common",
    "domains": [
      "executive",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-018",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "industry-leading",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Industry-leading security features.",
      "Industry-leading performance."
    ],
    "replacements": [
      "SOC2 Type II certified with zero breaches",
      "Top 3 in Gartner MQ for 2 consecutive years",
      "Cite specific rankings or certifications"
    ],
    "context": "Marketing claim without evidence",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-019",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "comprehensive solution",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "A comprehensive solution for data management.",
      "Our comprehensive solution addresses all needs."
    ],
    "replacements": [
      "Handles ingestion, storage, and querying of 10TB+",
      "Covers authentication, authorization, and audit logging",
      "List specific capabilities"
    ],
    "context": "Vague feature claim",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-020",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "robust and scalable",
    "severity": "critical",
    "confidence": 0.95,
    "examples": [
      "A robust and scalable architecture.",
      "Built to be robust and scalable."
    ],
    "replacements": [
      "Handles 10k requests/sec with 99.9% uptime",
      "Scales from 100 to 100k users without code changes",
      "Provide capacity and reliability numbers"
    ],
    "context": "Extremely common AI phrase pair",
    "frequency": "very-common",
    "domains": [
      "technical"
    ]
  },
  {
    "id": "banned-phrase-021",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "innovative approach",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "An innovative approach to caching.",
      "We take an innovative approach."
    ],
    "replacements": [
      "We cache at the edge using Cloudflare Workers",
      "Multi-layer caching with Redis and browser localStorage",
      "Describe the actual innovation"
    ],
    "context": "Generic claim of novelty",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-022",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "next-generation",
    "severity": "critical",
    "confidence": 0.89,
    "examples": [
      "Next-generation AI capabilities.",
      "A next-generation platform."
    ],
    "replacements": [
      "GPT-4 with 128k context window",
      "Built on Kubernetes 1.28 with eBPF networking",
      "Specify versions and technologies"
    ],
    "context": "Temporal vagueness",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-023",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "transformative",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "A transformative technology.",
      "This has transformative potential."
    ],
    "replacements": [
      "Reduced manual work from 8 hours to 15 minutes",
      "Cut costs by 70% while improving quality",
      "Quantify the transformation"
    ],
    "context": "Hyperbolic business language",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-024",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "groundbreaking",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Groundbreaking research in AI.",
      "A groundbreaking discovery."
    ],
    "replacements": [
      "First to achieve 95% accuracy on benchmark X",
      "Novel algorithm published in Nature",
      "Cite specific achievements or publications"
    ],
    "context": "Academic/research hyperbole",
    "frequency": "occasional",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-025",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "world-class",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "World-class engineering team.",
      "World-class infrastructure."
    ],
    "replacements": [
      "Team with 50+ years combined experience at FAANG",
      "99.99% uptime across 5 continents",
      "Provide specific credentials or metrics"
    ],
    "context": "Unverifiable claim",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-026",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "enterprise-grade",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "Enterprise-grade security.",
      "Enterprise-grade scalability."
    ],
    "replacements": [
      "SOC2 Type II and HIPAA compliant",
      "Handles 1M concurrent users",
      "Specify certifications or capacities"
    ],
    "context": "Vague quality claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-027",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "mission-critical",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "Mission-critical applications.",
      "Mission-critical infrastructure."
    ],
    "replacements": [
      "Applications requiring 99.99% uptime",
      "Systems that process $10M daily transactions",
      "Define criticality with metrics"
    ],
    "context": "Vague importance claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-028",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "battle-tested",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "Battle-tested infrastructure.",
      "A battle-tested approach."
    ],
    "replacements": [
      "Processed 10B requests without data loss",
      "Deployed at 500+ companies since 2019",
      "Cite specific track record"
    ],
    "context": "Unverified reliability claim",
    "frequency": "occasional",
    "domains": [
      "technical"
    ]
  },
  {
    "id": "banned-phrase-029",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "bleeding-edge",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "Bleeding-edge technology.",
      "A bleeding-edge solution."
    ],
    "replacements": [
      "Released 2 weeks ago",
      "Pre-release beta software",
      "Specify actual version or date"
    ],
    "context": "Risky newness claim",
    "frequency": "occasional",
    "domains": [
      "technical"
    ]
  },
  {
    "id": "banned-phrase-030",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "dramatically improves",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "Dramatically improves performance.",
      "Dramatically improves user experience."
    ],
    "replacements": [
      "Improves performance by 300%",
      "Reduces page load from 4s to 0.8s",
      "Quantify the improvement"
    ],
    "context": "Unquantified improvement",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-031",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "significantly enhances",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "Significantly enhances security.",
      "Significantly enhances performance."
    ],
    "replacements": [
      "Blocks 99.7% of SQL injection attempts",
      "Reduces query time from 500ms to 45ms",
      "Provide specific metrics"
    ],
    "context": "Vague enhancement claim",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-032",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "substantially reduces",
    "severity": "high",
    "confidence": 0.91,
    "examples": [
      "Substantially reduces costs.",
      "Substantially reduces latency."
    ],
    "replacements": [
      "Reduces costs by 60%",
      "Cuts latency from 200ms to 30ms",
      "Specify the reduction amount"
    ],
    "context": "Vague reduction claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-033",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "greatly increases",
    "severity": "high",
    "confidence": 0.9,
    "examples": [
      "Greatly increases throughput.",
      "Greatly increases efficiency."
    ],
    "replacements": [
      "Increases throughput from 1k to 10k RPS",
      "Doubles developer productivity",
      "Quantify the increase"
    ],
    "context": "Vague increase claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-034",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "vastly superior",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Vastly superior performance.",
      "A vastly superior approach."
    ],
    "replacements": [
      "5x faster than the previous implementation",
      "90% fewer bugs than alternative A",
      "Specify the superiority metrics"
    ],
    "context": "Unsubstantiated comparison",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-035",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "highly effective",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "This is a highly effective strategy.",
      "Highly effective at reducing latency."
    ],
    "replacements": [
      "Reduced latency by 65%",
      "Improved conversion rate from 2% to 4.5%",
      "Quantify effectiveness"
    ],
    "context": "Vague effectiveness claim",
    "frequency": "very-common",
    "domains": [
      "executive",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-036",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "extremely valuable",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "This feature is extremely valuable.",
      "Extremely valuable insights."
    ],
    "replacements": [
      "This feature saved $200k in support costs",
      "Insights that increased conversion by 30%",
      "Quantify the value"
    ],
    "context": "Subjective value claim",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-037",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "remarkably efficient",
    "severity": "high",
    "confidence": 0.85,
    "examples": [
      "A remarkably efficient algorithm.",
      "Remarkably efficient use of resources."
    ],
    "replacements": [
      "O(log n) complexity vs O(n) baseline",
      "Uses 80% less memory than naive approach",
      "Specify efficiency metrics"
    ],
    "context": "Vague efficiency claim",
    "frequency": "occasional",
    "domains": [
      "technical"
    ]
  },
  {
    "id": "banned-phrase-038",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "extremely important",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "Security is extremely important.",
      "Testing is extremely important."
    ],
    "replacements": [
      "Security prevents breaches that average $4M cost",
      "Testing caught 156 bugs before production",
      "Explain why it's important"
    ],
    "context": "Intensity without substance",
    "frequency": "very-common",
    "domains": [
      "executive",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-039",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "studies suggest",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "Studies suggest that users prefer simplicity.",
      "Studies suggest this approach is effective."
    ],
    "replacements": [
      "Nielsen et al. (2020) found 78% prefer minimal UI",
      "Our A/B test showed 23% higher conversion",
      "Cite specific studies or your own data"
    ],
    "context": "Vague research reference",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-040",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "studies show",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "Studies show that caching improves speed.",
      "Studies show users value privacy."
    ],
    "replacements": [
      "Chen (2021) measured 60% latency reduction",
      "Pew Research (2023): 81% prioritize privacy",
      "Name the study or conduct your own"
    ],
    "context": "Generic research citation",
    "frequency": "very-common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-041",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "research has shown",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Research has shown that testing matters.",
      "Research has shown the importance of UX."
    ],
    "replacements": [
      "Fowler (2018) correlated test coverage with fewer bugs",
      "Our usability study found 2x task completion rate",
      "Reference specific research"
    ],
    "context": "Unattributed research claim",
    "frequency": "very-common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-042",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "research indicates",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "Research indicates that modularity helps.",
      "Research indicates users prefer speed."
    ],
    "replacements": [
      "Martin (2008) argues for single responsibility",
      "Google RAIL model targets <100ms interactions",
      "Cite the actual research"
    ],
    "context": "Vague authority appeal",
    "frequency": "common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-043",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "experts agree",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "Experts agree that microservices scale well.",
      "Experts agree that testing is essential."
    ],
    "replacements": [
      "Fowler recommends microservices for teams >50 devs",
      "ISTQB guidelines require 80%+ coverage",
      "Name the experts or cite sources"
    ],
    "context": "Vague consensus claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-044",
    "category": "banned-phrases",
    "subcategory": "research-claims",
    "pattern": "according to experts",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "According to experts, caching is essential.",
      "According to experts, security comes first."
    ],
    "replacements": [
      "According to OWASP Top 10 (2023)",
      "As recommended by AWS Well-Architected",
      "Name specific experts or standards"
    ],
    "context": "Unattributed expert claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-045",
    "category": "banned-phrases",
    "subcategory": "temporal-vagueness",
    "pattern": "in today's world",
    "severity": "critical",
    "confidence": 0.95,
    "examples": [
      "In today's world, cloud computing is essential.",
      "In today's world, security matters."
    ],
    "replacements": [
      "Cloud spending reached $500B in 2023",
      "Data breaches cost $4.35M on average (IBM 2023)",
      "Use current year and specific facts"
    ],
    "context": "Meaningless temporal qualifier",
    "frequency": "very-common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-046",
    "category": "banned-phrases",
    "subcategory": "temporal-vagueness",
    "pattern": "in this day and age",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "In this day and age, APIs are ubiquitous.",
      "In this day and age, mobile-first is crucial."
    ],
    "replacements": [
      "70% of web traffic now comes from mobile (2023)",
      "REST APIs power 80% of web services",
      "State current facts directly"
    ],
    "context": "Dated expression",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-047",
    "category": "banned-phrases",
    "subcategory": "temporal-vagueness",
    "pattern": "in the modern era",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "In the modern era of cloud computing.",
      "In the modern era of AI."
    ],
    "replacements": [
      "Since AWS launched in 2006",
      "With GPT-4 (March 2023)",
      "Be specific about time"
    ],
    "context": "Vague temporal reference",
    "frequency": "common",
    "domains": [
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-048",
    "category": "banned-phrases",
    "subcategory": "temporal-vagueness",
    "pattern": "in today's fast-paced",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "In today's fast-paced environment.",
      "In today's fast-paced market."
    ],
    "replacements": [
      "With 2-week sprint cycles",
      "Given quarterly product releases",
      "Define the pace specifically"
    ],
    "context": "Cliche temporal phrase",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-049",
    "category": "banned-phrases",
    "subcategory": "temporal-vagueness",
    "pattern": "in recent years",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "In recent years, cloud adoption has grown.",
      "In recent years, DevOps has matured."
    ],
    "replacements": [
      "Since 2020, cloud adoption grew 35%",
      "From 2019 to 2023, DevOps adoption doubled",
      "Specify the time range"
    ],
    "context": "Vague time reference",
    "frequency": "very-common",
    "domains": [
      "academic",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-050",
    "category": "banned-phrases",
    "subcategory": "conclusion-markers",
    "pattern": "at the end of the day",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "At the end of the day, performance matters.",
      "At the end of the day, users decide success."
    ],
    "replacements": [
      "Performance matters most",
      "Users determine success",
      "State the point directly"
    ],
    "context": "Casual cliche",
    "frequency": "common",
    "domains": [
      "casual",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-051",
    "category": "banned-phrases",
    "subcategory": "conclusion-markers",
    "pattern": "all things considered",
    "severity": "high",
    "confidence": 0.89,
    "examples": [
      "All things considered, the migration succeeded.",
      "All things considered, costs are reasonable."
    ],
    "replacements": [
      "The migration succeeded despite 2 rollbacks",
      "Costs are within 10% of budget",
      "State specific considerations"
    ],
    "context": "Vague summary phrase",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-052",
    "category": "banned-phrases",
    "subcategory": "conclusion-markers",
    "pattern": "when all is said and done",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "When all is said and done, quality wins.",
      "When all is said and done, users matter."
    ],
    "replacements": [
      "Quality wins",
      "Users matter",
      "State conclusions directly"
    ],
    "context": "Wordy conclusion phrase",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-053",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "one might argue",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "One might argue that microservices add complexity.",
      "One might argue that testing is expensive."
    ],
    "replacements": [
      "Microservices add operational complexity",
      "Testing requires upfront investment",
      "Make the argument directly"
    ],
    "context": "Hedging voice",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-054",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it could be argued",
    "severity": "critical",
    "confidence": 0.89,
    "examples": [
      "It could be argued that caching is essential.",
      "It could be argued that security comes first."
    ],
    "replacements": [
      "Caching is essential for sub-100ms latency",
      "Security must be built in from day one",
      "Assert your position"
    ],
    "context": "Passive argumentation",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-055",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "some would say",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "Some would say that simplicity is key.",
      "Some would say that testing slows development."
    ],
    "replacements": [
      "Simplicity is key",
      "Testing adds upfront time but reduces bugs",
      "Make the argument or cite sources"
    ],
    "context": "Vague attribution",
    "frequency": "common",
    "domains": [
      "academic",
      "casual"
    ]
  },
  {
    "id": "banned-phrase-056",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "many believe",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "Many believe that automation is the future.",
      "Many believe that AI will transform work."
    ],
    "replacements": [
      "Automation adoption grew 40% YoY (McKinsey 2023)",
      "60% of executives plan AI investments (Deloitte)",
      "Cite specific polls or studies"
    ],
    "context": "Unsubstantiated consensus",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-057",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it has been observed",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "It has been observed that caching helps.",
      "It has been observed that users prefer speed."
    ],
    "replacements": [
      "Caching reduced our latency by 60%",
      "Our users clicked 40% more with faster pages",
      "Who observed it? Be specific"
    ],
    "context": "Passive observation without attribution",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-058",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is evident that",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "It is evident that the system scales well.",
      "It is evident that security is crucial."
    ],
    "replacements": [
      "The system scales from 1k to 100k users",
      "Security breaches cost $4.35M on average",
      "Show the evidence"
    ],
    "context": "Claimed obviousness",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-059",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it stands to reason",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "It stands to reason that faster is better.",
      "It stands to reason that testing prevents bugs."
    ],
    "replacements": [
      "Faster response times increase conversion",
      "Testing prevents bugs",
      "State the reasoning directly"
    ],
    "context": "Presumptive logic",
    "frequency": "occasional",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-060",
    "category": "banned-phrases",
    "subcategory": "journey-narrative",
    "pattern": "on this journey",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Join us on this journey.",
      "On this journey to digital transformation."
    ],
    "replacements": [
      "As we implement CI/CD",
      "During the 6-month migration project",
      "Be specific about the process"
    ],
    "context": "Corporate journey metaphor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-061",
    "category": "banned-phrases",
    "subcategory": "journey-narrative",
    "pattern": "our journey began",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "Our journey began three years ago.",
      "Our journey began with a simple idea."
    ],
    "replacements": [
      "We started in 2020 with 5 engineers",
      "The project kicked off in Q1 2022",
      "State concrete origins"
    ],
    "context": "Narrative cliche",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-062",
    "category": "banned-phrases",
    "subcategory": "journey-narrative",
    "pattern": "the path forward",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "The path forward is clear.",
      "We see a clear path forward."
    ],
    "replacements": [
      "Next, we will implement feature X",
      "Q2 priorities include Y and Z",
      "Be specific about next steps"
    ],
    "context": "Vague direction metaphor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-063",
    "category": "banned-phrases",
    "subcategory": "landscape-metaphor",
    "pattern": "in today's landscape",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "In today's technology landscape.",
      "In today's competitive landscape."
    ],
    "replacements": [
      "Given current cloud pricing models",
      "With 15 competing SaaS products",
      "Be specific about context"
    ],
    "context": "Vague metaphor",
    "frequency": "very-common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-064",
    "category": "banned-phrases",
    "subcategory": "landscape-metaphor",
    "pattern": "in the digital landscape",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Navigating the digital landscape.",
      "Success in the digital landscape."
    ],
    "replacements": [
      "Across web, mobile, and API channels",
      "Managing 5 digital touchpoints",
      "Name specific digital contexts"
    ],
    "context": "Buzzword metaphor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-065",
    "category": "banned-phrases",
    "subcategory": "landscape-metaphor",
    "pattern": "the evolving landscape",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "The evolving landscape of technology.",
      "In the evolving landscape of security."
    ],
    "replacements": [
      "As container adoption grows 20% yearly",
      "With new threats like XYZ emerging",
      "Name specific evolutions"
    ],
    "context": "Vague change reference",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-066",
    "category": "banned-phrases",
    "subcategory": "commitment-declarations",
    "pattern": "we remain committed",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "We remain committed to quality.",
      "We remain committed to our customers."
    ],
    "replacements": [
      "We maintained 99.9% uptime last quarter",
      "We resolved 95% of tickets within SLA",
      "Show commitment through metrics"
    ],
    "context": "Empty commitment phrase",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-067",
    "category": "banned-phrases",
    "subcategory": "commitment-declarations",
    "pattern": "our unwavering commitment",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "Our unwavering commitment to excellence.",
      "Our unwavering commitment to security."
    ],
    "replacements": [
      "Zero security breaches in 5 years",
      "100% of deploys pass security review",
      "Demonstrate with evidence"
    ],
    "context": "Hyperbolic commitment",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-068",
    "category": "banned-phrases",
    "subcategory": "commitment-declarations",
    "pattern": "demonstrates our commitment",
    "severity": "high",
    "confidence": 0.89,
    "examples": [
      "This demonstrates our commitment to users.",
      "This demonstrates our commitment to quality."
    ],
    "replacements": [
      "This reduced user-reported bugs by 70%",
      "This improved test coverage from 60% to 95%",
      "Show impact, not commitment"
    ],
    "context": "Self-congratulatory claim",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-069",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "at the heart of",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "Security is at the heart of our platform.",
      "Users are at the heart of our design."
    ],
    "replacements": [
      "Security is enforced at every layer",
      "User research drives all design decisions",
      "Be specific about centrality"
    ],
    "context": "Cliche metaphor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-070",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "forms the backbone",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "PostgreSQL forms the backbone of our data layer.",
      "Testing forms the backbone of our quality process."
    ],
    "replacements": [
      "PostgreSQL handles all 50TB of customer data",
      "Every PR requires passing tests before merge",
      "Describe the actual role"
    ],
    "context": "Structural metaphor",
    "frequency": "occasional",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-071",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "serves as the foundation",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "This framework serves as the foundation.",
      "Trust serves as the foundation of our relationships."
    ],
    "replacements": [
      "This framework handles routing, auth, and logging",
      "98% customer retention rate over 3 years",
      "Describe the foundation specifically"
    ],
    "context": "Architectural metaphor",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-072",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "acts as a cornerstone",
    "severity": "high",
    "confidence": 0.85,
    "examples": [
      "Security acts as a cornerstone of our approach.",
      "Testing acts as a cornerstone of quality."
    ],
    "replacements": [
      "Security review gates every deployment",
      "Tests must pass before any merge",
      "Explain the critical role"
    ],
    "context": "Construction metaphor",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-073",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "functions as a bridge",
    "severity": "high",
    "confidence": 0.84,
    "examples": [
      "The API functions as a bridge between systems.",
      "This team functions as a bridge between departments."
    ],
    "replacements": [
      "The API translates between REST and GraphQL",
      "This team coordinates releases across 3 departments",
      "Describe the actual connection"
    ],
    "context": "Connection metaphor",
    "frequency": "occasional",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-074",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "represents a milestone",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "This release represents a milestone.",
      "Our growth represents a milestone."
    ],
    "replacements": [
      "This release adds 5 major features",
      "We reached 100k users this quarter",
      "Name the specific achievement"
    ],
    "context": "Achievement metaphor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-075",
    "category": "banned-phrases",
    "subcategory": "metaphors-overused",
    "pattern": "marks a turning point",
    "severity": "high",
    "confidence": 0.85,
    "examples": [
      "This acquisition marks a turning point.",
      "The new platform marks a turning point."
    ],
    "replacements": [
      "This acquisition adds 500k users",
      "The new platform enables mobile access",
      "Describe the actual change"
    ],
    "context": "Transition metaphor",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-076",
    "category": "banned-phrases",
    "subcategory": "cliche-descriptions",
    "pattern": "vibrant ecosystem",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "A vibrant ecosystem of partners.",
      "Our vibrant ecosystem of developers."
    ],
    "replacements": [
      "500+ partner integrations available",
      "12k developers using our API daily",
      "Quantify the ecosystem"
    ],
    "context": "Marketing cliche",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-077",
    "category": "banned-phrases",
    "subcategory": "cliche-descriptions",
    "pattern": "rich heritage",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "Our company's rich heritage.",
      "Building on a rich heritage of innovation."
    ],
    "replacements": [
      "Founded in 1995, now serving 50 countries",
      "25 years of shipping enterprise software",
      "State specific history"
    ],
    "context": "Historical vagueness",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-078",
    "category": "banned-phrases",
    "subcategory": "cliche-descriptions",
    "pattern": "diverse landscape",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "The diverse landscape of cloud providers.",
      "A diverse landscape of solutions."
    ],
    "replacements": [
      "AWS, Azure, and GCP combined hold 65% market share",
      "15+ competing tools in this category",
      "Name the diversity"
    ],
    "context": "Vague descriptor",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-079",
    "category": "banned-phrases",
    "subcategory": "cliche-descriptions",
    "pattern": "thriving community",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "Our thriving community of users.",
      "A thriving community of contributors."
    ],
    "replacements": [
      "15k active forum members posting weekly",
      "500 contributors with 2k commits last year",
      "Show community activity metrics"
    ],
    "context": "Community marketing speak",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-080",
    "category": "banned-phrases",
    "subcategory": "cliche-descriptions",
    "pattern": "dynamic environment",
    "severity": "high",
    "confidence": 0.85,
    "examples": [
      "Our dynamic work environment.",
      "In a dynamic business environment."
    ],
    "replacements": [
      "Remote-first with quarterly onsites",
      "Market share shifts 5-10% quarterly",
      "Define the dynamics"
    ],
    "context": "Vague atmosphere claim",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-081",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "aims to provide",
    "severity": "critical",
    "confidence": 0.91,
    "examples": [
      "This feature aims to provide better UX.",
      "Our service aims to provide reliability."
    ],
    "replacements": [
      "This feature improves UX by reducing clicks 40%",
      "Our service achieves 99.9% uptime",
      "State what it does, not what it aims to do"
    ],
    "context": "Tentative achievement claim",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-082",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "seeks to deliver",
    "severity": "critical",
    "confidence": 0.9,
    "examples": [
      "Our platform seeks to deliver value.",
      "This approach seeks to deliver results."
    ],
    "replacements": [
      "Our platform delivers 3x ROI on average",
      "This approach reduced support tickets 50%",
      "State actual delivery"
    ],
    "context": "Intent over action",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-083",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "strives to achieve",
    "severity": "critical",
    "confidence": 0.89,
    "examples": [
      "Our team strives to achieve excellence.",
      "We strive to achieve high performance."
    ],
    "replacements": [
      "Our team shipped 12 features last quarter",
      "We achieved p99 latency under 50ms",
      "Report achievements, not striving"
    ],
    "context": "Effort over results",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-084",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "endeavors to create",
    "severity": "critical",
    "confidence": 0.88,
    "examples": [
      "Our company endeavors to create value.",
      "We endeavor to create great products."
    ],
    "replacements": [
      "Our products saved customers $10M last year",
      "We built 3 products used by 100k+ users",
      "Show what you created"
    ],
    "context": "Overly formal intent",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-085",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "designed to enhance",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "Features designed to enhance productivity.",
      "Tools designed to enhance collaboration."
    ],
    "replacements": [
      "Features that cut task time by 30%",
      "Tools that enabled 50% more cross-team projects",
      "Show the actual enhancement"
    ],
    "context": "Design intent vs outcome",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-086",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "intended to facilitate",
    "severity": "high",
    "confidence": 0.86,
    "examples": [
      "Processes intended to facilitate adoption.",
      "Tools intended to facilitate integration."
    ],
    "replacements": [
      "Processes that achieved 80% adoption",
      "Tools that reduced integration time from days to hours",
      "Show actual facilitation"
    ],
    "context": "Intent vs achievement",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-087",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "meant to streamline",
    "severity": "high",
    "confidence": 0.85,
    "examples": [
      "Features meant to streamline workflows.",
      "Changes meant to streamline operations."
    ],
    "replacements": [
      "Features that reduced workflow steps from 7 to 3",
      "Changes that cut operational overhead by 40%",
      "Quantify the streamlining"
    ],
    "context": "Intent without evidence",
    "frequency": "common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-088",
    "category": "banned-phrases",
    "subcategory": "performative-language",
    "pattern": "poised to transform",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "We are poised to transform the industry.",
      "This technology is poised to transform workflows."
    ],
    "replacements": [
      "We're targeting 20% market share by Q4",
      "This technology reduced workflow time 60%",
      "Show transformation or state goals"
    ],
    "context": "Future hype without evidence",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-089",
    "category": "banned-phrases",
    "subcategory": "synergy-speak",
    "pattern": "synergy",
    "severity": "critical",
    "confidence": 0.94,
    "examples": [
      "Creating synergy between teams.",
      "The synergy of our approach."
    ],
    "replacements": [
      "Teams sharing 3 common components",
      "Combining frontend and API in one deployment",
      "Describe the actual collaboration"
    ],
    "context": "Classic corporate buzzword",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-090",
    "category": "banned-phrases",
    "subcategory": "synergy-speak",
    "pattern": "synergistic",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "A synergistic partnership.",
      "Synergistic effects of our approach."
    ],
    "replacements": [
      "Partnership adding 50k users to our platform",
      "Combining tools reduced build time 30%",
      "Name specific collaboration benefits"
    ],
    "context": "Buzzword derivative",
    "frequency": "occasional",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-091",
    "category": "banned-phrases",
    "subcategory": "verb-misuse",
    "pattern": "leverage",
    "severity": "high",
    "confidence": 0.89,
    "examples": [
      "We leverage cloud infrastructure.",
      "Leveraging AI for automation."
    ],
    "replacements": [
      "We use AWS for hosting",
      "Using GPT-4 to generate summaries",
      "Use 'use' or be specific"
    ],
    "context": "Business jargon for 'use'",
    "frequency": "very-common",
    "domains": [
      "executive",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-092",
    "category": "banned-phrases",
    "subcategory": "verb-misuse",
    "pattern": "utilize",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "We utilize React for the frontend.",
      "Utilize best practices."
    ],
    "replacements": [
      "We use React for the frontend",
      "Follow these practices",
      "Just say 'use'"
    ],
    "context": "Unnecessarily formal 'use'",
    "frequency": "very-common",
    "domains": [
      "technical",
      "executive"
    ]
  },
  {
    "id": "banned-phrase-093",
    "category": "banned-phrases",
    "subcategory": "verb-misuse",
    "pattern": "facilitate",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "This facilitates communication.",
      "To facilitate integration."
    ],
    "replacements": [
      "This enables team chat",
      "To connect the two systems",
      "Use simpler verbs"
    ],
    "context": "Often unnecessary",
    "frequency": "common",
    "domains": [
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-094",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "as such",
    "severity": "medium",
    "confidence": 0.8,
    "examples": [
      "Performance is critical. As such, we cache.",
      "Users value speed. As such, we optimize."
    ],
    "replacements": [
      "Performance is critical, so we cache",
      "Users value speed, so we optimize",
      "Use 'so' or 'therefore'"
    ],
    "context": "Formal connector",
    "frequency": "common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-095",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "in order to",
    "severity": "low",
    "confidence": 0.7,
    "examples": [
      "In order to improve speed.",
      "In order to reduce costs."
    ],
    "replacements": [
      "To improve speed",
      "To reduce costs",
      "Just use 'to'"
    ],
    "context": "Wordy alternative to 'to'",
    "frequency": "very-common",
    "domains": [
      "technical",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-096",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "due to the fact that",
    "severity": "high",
    "confidence": 0.89,
    "examples": [
      "Due to the fact that latency is high.",
      "Due to the fact that costs increased."
    ],
    "replacements": [
      "Because latency is high",
      "Because costs increased",
      "Use 'because'"
    ],
    "context": "Wordy 'because'",
    "frequency": "common",
    "domains": [
      "academic",
      "technical"
    ]
  },
  {
    "id": "banned-phrase-097",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "for the purpose of",
    "severity": "high",
    "confidence": 0.88,
    "examples": [
      "For the purpose of testing.",
      "For the purpose of demonstration."
    ],
    "replacements": [
      "For testing",
      "To demonstrate",
      "Simplify to 'for' or 'to'"
    ],
    "context": "Wordy phrase",
    "frequency": "common",
    "domains": [
      "academic"
    ]
  },
  {
    "id": "banned-phrase-098",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "in the event that",
    "severity": "high",
    "confidence": 0.87,
    "examples": [
      "In the event that errors occur.",
      "In the event that users complain."
    ],
    "replacements": [
      "If errors occur",
      "If users complain",
      "Use 'if'"
    ],
    "context": "Wordy 'if'",
    "frequency": "common",
    "domains": [
      "technical"
    ]
  },
  {
    "id": "banned-phrase-099",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "at this point in time",
    "severity": "critical",
    "confidence": 0.93,
    "examples": [
      "At this point in time, we use PostgreSQL.",
      "At this point in time, costs are stable."
    ],
    "replacements": [
      "Currently, we use PostgreSQL",
      "Now, costs are stable",
      "Use 'now' or 'currently'"
    ],
    "context": "Extremely wordy 'now'",
    "frequency": "common",
    "domains": [
      "executive"
    ]
  },
  {
    "id": "banned-phrase-100",
    "category": "banned-phrases",
    "subcategory": "filler-phrases",
    "pattern": "at the present time",
    "severity": "critical",
    "confidence": 0.92,
    "examples": [
      "At the present time, we support 10 languages.",
      "At the present time, latency is acceptable."
    ],
    "replacements": [
      "Currently, we support 10 languages",
      "Now, latency is acceptable",
      "Use 'now' or 'currently'"
    ],
    "context": "Formal 'now'",
    "frequency": "common",
    "domains": [
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-101",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is clear that",
    "severity": "critical",
    "confidence": 0.9223437211716399,
    "examples": [
      "Example with it is clear that",
      "Another it is clear that example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Obviousness claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-102",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is apparent that",
    "severity": "critical",
    "confidence": 0.857776100557384,
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      "Example with it is apparent that",
      "Another it is apparent that example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Visibility claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
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  {
    "id": "banned-phrase-103",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is undeniable that",
    "severity": "critical",
    "confidence": 0.8706031582894904,
    "examples": [
      "Example with it is undeniable that",
      "Another it is undeniable that example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Strong claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
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  {
    "id": "banned-phrase-104",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is indisputable that",
    "severity": "critical",
    "confidence": 0.9135716472184934,
    "examples": [
      "Example with it is indisputable that",
      "Another it is indisputable that example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Argument claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-105",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is safe to say",
    "severity": "critical",
    "confidence": 0.8549809555869946,
    "examples": [
      "Example with it is safe to say",
      "Another it is safe to say example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Safety hedge",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-106",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is fair to say",
    "severity": "critical",
    "confidence": 0.9008310530389815,
    "examples": [
      "Example with it is fair to say",
      "Another it is fair to say example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Fairness claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-107",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is reasonable to assume",
    "severity": "critical",
    "confidence": 0.8915200906300617,
    "examples": [
      "Example with it is reasonable to assume",
      "Another it is reasonable to assume example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Assumption",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-108",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is easy to see",
    "severity": "critical",
    "confidence": 0.9106765010937589,
    "examples": [
      "Example with it is easy to see",
      "Another it is easy to see example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Obviousness",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-109",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is hard to imagine",
    "severity": "critical",
    "confidence": 0.8939567000046778,
    "examples": [
      "Example with it is hard to imagine",
      "Another it is hard to imagine example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Difficulty claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-110",
    "category": "banned-phrases",
    "subcategory": "throat-clearing",
    "pattern": "it is no secret that",
    "severity": "critical",
    "confidence": 0.9233332241954741,
    "examples": [
      "Example with it is no secret that",
      "Another it is no secret that example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Common knowledge",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-111",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "truly exceptional",
    "severity": "critical",
    "confidence": 0.9279617665521638,
    "examples": [
      "Example with truly exceptional",
      "Another truly exceptional example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Hyperbole",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-112",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "absolutely essential",
    "severity": "critical",
    "confidence": 0.9484846942220541,
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      "Example with absolutely essential",
      "Another absolutely essential example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Hyperbole",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-113",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "incredibly powerful",
    "severity": "critical",
    "confidence": 0.8651060691168818,
    "examples": [
      "Example with incredibly powerful",
      "Another incredibly powerful example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Hyperbole",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-114",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "remarkably simple",
    "severity": "critical",
    "confidence": 0.9494015531071787,
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      "Example with remarkably simple",
      "Another remarkably simple example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Simplicity claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
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  },
  {
    "id": "banned-phrase-115",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "fundamentally different",
    "severity": "critical",
    "confidence": 0.8738887596869923,
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      "Example with fundamentally different",
      "Another fundamentally different example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Difference claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-116",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "radically new",
    "severity": "critical",
    "confidence": 0.8202427321875627,
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      "Example with radically new",
      "Another radically new example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Novelty claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
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  {
    "id": "banned-phrase-117",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "completely reimagined",
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    "confidence": 0.8614391661460076,
    "examples": [
      "Example with completely reimagined",
      "Another completely reimagined example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Change claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
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  },
  {
    "id": "banned-phrase-118",
    "category": "banned-phrases",
    "subcategory": "vague-intensifiers",
    "pattern": "fully optimized",
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      "Example with fully optimized",
      "Another fully optimized example"
    ],
    "replacements": [
      "Use specific language",
      "Be direct",
      "Provide concrete details"
    ],
    "context": "Optimization claim",
    "frequency": "common",
    "domains": [
      "technical",
      "executive",
      "academic"
    ]
  },
  {
    "id": "banned-phrase-119",
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    "pattern": "strategic imperative",
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]
