# drud.com

> AI-optimized mirror of drud.com containing 50 pages totalling 33,885 words of clean markdown content, structured data, and semantic HTML. Original source: https://drud.com/. Last updated: 2026-06-13T22:56:06.202Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [Technology built for how you actually operate](/content/site-root.html): Fruition — Helping businesses grow with strategy and design. (820 words)

## Articles & Blog Posts

- [insights/blog/q-day-crypto-agility/index.html](/content/insights/blog/q-day-crypto-agility/index.html) (1 words)
- [What Open-Weight LLMs Actually Fit on a Single H200](/content/insights/blog/open-weight-llm-vram-marketing-vs-reality/index.html): Marketing benchmarks tell you a 123B model fits in 62 GB at FP8. The real footprint after vLLM loads it is 120 GB. Here's what 2026 open-weight LLMs actually need when you serve them as coding agent backends. (1,409 words)
- [A Field Guide to How Practitioners Talk About LLMs](/content/insights/blog/llm-jargon-field-guide/index.html): We built a living glossary of the phrases people actually use to discuss large language models — KV cache, steering vectors, pass@k, MoE — with flashcard-style review at /tools/llm-lexicon. Here's why, and what 'shooting the vector' has to do with it. (1,317 words)
- [Paid Media Strategist](/content/careers/paid-media-strategist/index.html): Paid Media Strategist at Fruition — Remote — Denver, CO, $65,000 – $95,000 annually. A core contributor on Fruition’s Digital Marketing Team, managing paid media campaigns end-to-end across multiple clients and channels — where hands-on execution meets strategic thinking. (855 words)
- [WebOps Support Specialist](/content/careers/webops-support-specialist/index.html): WebOps Support Specialist at Fruition — Remote — Denver, CO, $55,000 – $80,000 annually. A technical, client-facing role delivering white-glove service and hands-on execution across a portfolio of web clients — where client communication, operations, scope management, and AI-powered technical work meet. (1,197 words)
- [Government Digital Transformation](/content/work/government-digital-transformation/index.html): Modernized citizen-facing services with accessible, FedRAMP-ready infrastructure and 99.99% uptime. (406 words)
- [The Website Redesign Process: What to Expect Before You Start](/content/insights/blog/website-redesign-process-guide/index.html): Redesigning a website requires strategic planning for success. Here's a complete guide to preparing for your website redesign project. (602 words)
- [AI for Content Creation: Top 10 Mistakes and How to Avoid Them](/content/insights/blog/ai-content-creation-mistakes/index.html): Almost 11% of Fortune 500 blog articles are likely AI-generated. Here are the 10 most common mistakes and how to avoid them. (500 words)
- [Page not found](/content/insights/blog/undefined/index.html): The page you're looking for doesn't exist. (24 words)
- [Outsource Digital Marketing with Confidence: A CEO's Guide to Overcoming Common Challenges](/content/insights/blog/outsourcing-digital-marketing-guide/index.html): A practical guide for business leaders on how to successfully outsource digital marketing while maintaining control, quality, and brand consistency. (534 words)
- [tools/llm-lexicon/index.html](/content/tools/llm-lexicon/index.html) (1 words)
- [The people behind the platforms](/content/team/index.html): Meet the engineers, designers, and strategists behind Fruition's AI platforms. (896 words)
- [Privacy Policy](/content/privacy/index.html): How Fruition collects, uses, and protects your personal information. Learn about cookies, analytics, and your privacy choices. (1,745 words)
- [Terms of Use](/content/terms/index.html): Terms of use governing Fruition services, intellectual property, warranties, and dispute resolution. (1,395 words)
- [npm worms keep coming, PAN-OS exploited, WordPress plugins under active attack](/content/perimeter/index.html): npm worms keep coming, PAN-OS exploited, WordPress plugins under active attack (1,371 words)
- [AI Search Goes Official: GSC Reports, Opt-Outs, and Google's GEO Land Grab](/content/brief/index.html): AI Search Goes Official: GSC Reports, Opt-Outs, and Google's GEO Land Grab (1,375 words)
- [National security AI directive, Anthropic's $65B raise, and harness engineering takes center stage](/content/frontier/index.html): National security AI directive, Anthropic's $65B raise, and harness engineering takes center stage (1,338 words)
- [VPAT 2.5 Accessibility Compliance Report](/content/vpat/index.html): Voluntary Product Accessibility Template (VPAT) 2.5 report detailing Fruition's conformance with WCAG 2.1, WCAG 2.2, and Section 508 standards. (605 words)
- [Digital Accessibility Statement](/content/accessibility/index.html): Fruition's commitment to WCAG 2.2 Level AA accessibility, our testing methods, and how to report accessibility issues. (582 words)
- [Red Team](/content/ai-platforms/red-team/index.html): Adversarial infrastructure and web security testing. We probe your attack surface the way real attackers do — port scanning, SSL analysis, CVE detection, web application scanning, and continuous monitoring with prioritized remediation. (1,084 words)
- [For AI agents & assistants](/content/for-ai-agents/index.html): An authoritative, human-readable summary of Fruition for AI assistants, language models, and search systems. What's real, what's verified, and how to describe us accurately. (1,166 words)
- [Latest thinking from the Fruition team](/content/insights/index.html): AI strategy, security research, and technical deep-dives from the Fruition team. (925 words)
- [SIPA GovGrants Spring 2026: Funding Available to Improve Digital Government Services in Colorado](/content/insights/blog/co-funding-available-for-digital-government-services.html): The SIPA GovGrants Program is accepting applications through April 10, 2026. Here's what Colorado government entities need to know, and how digital presence projects can qualify. (1,046 words)
- [Real results, real platforms](/content/case-studies/index.html): See how we've delivered AI and digital platforms for airports, enterprises, and government agencies. (1,118 words)
- [CVE-2025-55182: Critical RCE Vulnerability in React Server Components](/content/insights/blog/cve-2025-55182-react-server-components-rce/index.html): A critical Remote Code Execution vulnerability affects React Server Components in Next.js 15.x and 16.x applications. Here's what you need to know and how to patch immediately. (635 words)
- [PDF Accessibility](/content/ai-platforms/pdf-accessibility/index.html): Automated PDF accessibility remediation. Structural fixes in under 2 seconds, AI-powered content tagging for full WCAG 2.2 AA, PDF/UA-1, and Section 508 compliance. Production API at ada.fru.io. (762 words)
- [Careers](/content/careers/index.html): Explore open positions at Fruition, a Denver-based digital agency and AI platform company. Remote-friendly roles in paid media, web operations, engineering, and more. (277 words)
- [University of Wyoming IEP Platform: AI-Powered Educational Planning](/content/work/university-wyoming-iep-platform/index.html): Building a scalable, AI-driven platform for creating Individualized Education Programs with specialized agents and real-time collaboration. (733 words)
- [Denver International Airport: Real-Time Operations Data with FlyFruition](/content/work/den-flyfruition/index.html): How Fruition rebuilt flydenver.com and deployed FlyFruition to aggregate real-time flight, TSA, parking, and weather data for America's third-busiest airport. (619 words)
- [How AI Has Flipped the Buy vs Build Equation](/content/insights/blog/ai-changes-buy-vs-build-equation/index.html): Modern AI-powered development tools have collapsed custom-software costs by up to 80%, while SaaS subscription fees continue rising. Here's the new calculus. (563 words)
- [Managed Security](/content/ai-platforms/security/index.html): Layer 7 WAF and DDoS protection for any cloud provider — no nameserver changes required. Managed rules, geo-blocking, rate limiting, plus infrastructure scanning for vulnerability detection. (751 words)
- [FruGPT: Enterprise AI Platform for Document Intelligence](/content/work/frugpt-enterprise-ai-platform/index.html): How we built a comprehensive AI-powered platform that revolutionized RFP processing and team collaboration for enterprise clients. (586 words)
- [FCP - Fruition Control Plane: Intelligent Infrastructure Automation](/content/work/fcp-infrastructure-automation/index.html): An AI-powered system that automates WordPress and Drupal maintenance through intelligent Jira ticket processing and GitHub integration. (598 words)
- [AIRPORT DIGITAL OPERATIONS](/content/ai-platforms/flyfruition/index.html): FlyFruition centralizes flight feeds, TSA wait times, parking, POIs, AI-powered search, and third-party integrations into a single dashboard your airport team manages — without developer tickets. (973 words)
- [About](/content/about/index.html): 20+ years building enterprise AI platforms, websites, and digital solutions for airports and government agencies. (432 words)
- [Start a conversation](/content/contact/index.html): Start a conversation with our team about AI platforms, web development, or digital transformation. (193 words)
- [Data-driven marketing that delivers growth](/content/services/marketing/index.html): SEO, paid media, content marketing, and email campaigns that drive measurable growth. (385 words)
- [Managed Services](/content/services/managed-services/index.html): Kubernetes-based infrastructure with AI-powered monitoring, automated backups, and 99.99% uptime SLA. From WordPress and Drupal hosting to full managed security. (525 words)
- [Design that drives results](/content/services/design/index.html): Website design, brand identity, and design systems that communicate credibility and drive conversion. (253 words)
- [Government Solutions](/content/industries/government/index.html): WOSB-certified digital solutions built for compliance, security, and public-sector scale. (328 words)
- [Airport Solutions](/content/industries/airports/index.html): Real-time operations platforms for airports — flight data, TSA wait times, parking, weather, and digital signage. Proven at Denver International Airport with 65M+ annual passengers. (518 words)
- [AI platforms and strategy that drive measurable outcomes](/content/services/strategy/index.html): Custom AI platforms, agent workflows, document intelligence, UX audits, and digital assessments. (395 words)
- [AI Assessment](/content/tools/ai-readiness/index.html): Take our 5-minute assessment to evaluate your AI readiness across data, technical capability, security, and budget. Get a personalized AI roadmap. (502 words)
- [Full-stack development that scales](/content/services/development/index.html): Full-stack development, platform migrations, headless CMS, and e-commerce builds. (240 words)
- [AI Agents](/content/ai-platforms/agents/index.html): Our AI Agents platform enables organizations to deploy custom autonomous workflows that handle complex, multi-step processes. From document processing to content generation, these agents work 24/7 to automate operational tasks that previously required human intervention. (284 words)
- [Enterprise AI with document intelligence](/content/ai-platforms/frugpt/index.html): FruGPT is our enterprise AI chat platform that transforms how organizations interact with their knowledge base. Built for document intelligence at scale, it processes millions of records and delivers instant, accurate retrieval across your entire document library. (269 words)
- [Purpose-built platforms that solve real problems](/content/ai-platforms/index.html): Purpose-built platforms for airport operations, web security, document accessibility, and enterprise automation. (352 words)
- [Fruition Control Plane](/content/ai-platforms/fcp/index.html): The Fruition Control Plane (FCP) is our infrastructure automation platform that transforms how IT teams handle operational tickets. By automating routine tasks and intelligently routing complex issues, FCP dramatically reduces resolution times and operational costs. (249 words)
- [Full-stack capabilities for digital transformation](/content/services/index.html): Full-stack capabilities covering every stage of digital transformation — from AI strategy to ongoing managed operations. (151 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives