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Chris Groves

Chris Groves
K-12 education collapse illustration

culture

What Are We Even Preparing Our Kids For?

A father's honest look at the K-12 system. Test scores at historic lows, 16,000 hours of inefficiency, and AI reshaping everything. The system isn't broken - it's obsolete.

By Chris Groves 10 Feb 2026
Career roadmap visualization

framework

Career Navigation with AI-Powered Learning Roadmaps

Structured 30/60/90-day learning roadmaps with gap analysis, certification ROI, and progress tracking. Automate career development planning.

lock-1 By Chris Groves 10 Feb 2026
Hierarchical pyramid dissolving into peer networks of connected nodes

culture

The Death of Top-Down Leadership: Teams Over Bosses

68% of employees cite coworkers—not managers—as their primary source of inspiration. This isn't about team building. It's evidence that hierarchical leadership models no longer match how modern knowledge work actually happens.

By Chris Groves 05 Feb 2026
Hero image for Actionable X Account Growth: Turning Algorithm Insights Into Results

Actionable X Account Growth: Turning Algorithm Insights Into Results

The X algorithm rewards conversation over broadcasts. Learn how to structure strategy around verifiable engagement signals and emerging visibility economics for sustainable growth.

By Chris Groves 05 Feb 2026
AI Agents vs. Agentic Systems: The Architecture Paradigm Shift

framework

AI Agents vs. Agentic Systems: The Architecture Paradigm Shift

The gap between agentic AI hype and production reality reveals an architectural evolution happening in the background. Here's what's actually changing.

By Chris Groves 04 Feb 2026
Hero image for Twenty Years Later: How Jennings' Seven Signs of Ethical Collapse Became a Universal Law of Institutional Failure

culture

Twenty Years Later: How Jennings' Seven Signs of Ethical Collapse Became a Universal Law of Institutional Failure

In 2006, Marianne Jennings identified seven warning signs of organizational moral crisis. Twenty years and countless scandals later, her framework has proven prescient—and expanded far beyond corporations into government, tech, and global institutions.

By Chris Groves 04 Feb 2026
Anime-style figure at crossroads: books and library on left, AI terminals on right. Choice between wisdom and technological optimization.

culture

AI and C.S. Lewis: How The Abolition of Man Predicted Our Current Moment

In 1943, C.S. Lewis warned of a philosophical crisis that's now arriving with AI. We've embraced moral relativism while building systems that require absolute moral certainty.

By Chris Groves 03 Feb 2026
Hero image for 2026-02-03-creating-custom-skills

framework

Building Custom Skills in the Intelligence Adjacent Framework

Master skill architecture patterns that enable production AI systems. Learn the 5-phase workflow, design patterns, and proven implementation strategies from production frameworks with multiple specialized skills.

lock-1 By Chris Groves 03 Feb 2026
Job analysis workflow showing parallel scoring agents evaluating multiple postings, contrasting focused quality analysis with spray-and-pray approaches

skills

From Job Spam to Smart Applications: Automated Career Analysis with the IA Framework Career Skill

Stop spray-and-pray applications. The career skill delivers GO/NO-GO scoring, parallel job analysis, and cost-efficient career insights at $0.25 per job—all deployable yourself.

lock-1 By Chris Groves 01 Feb 2026
X Open-Sourced Their Algorithm. Here's What the Code Actually Reveals.

framework

X Open-Sourced Their Algorithm. Here's What the Code Actually Reveals.

X open-sourced their algorithm architecture but kept the weight values proprietary. The code structure reveals what signals the system tracks—and strategic priorities most creators miss.

By Chris Groves 29 Jan 2026
Private equity executive manipulating puppet strings attached to small businesses being consolidated into a corporate platform, cyberpunk aesthetic, 90s anime style

culture

The Roll-Up Economy: How Private Equity Is Monopolizing Everything

From cybersecurity to plumbing, private equity uses identical playbook to consolidate fragmented industries. The result: higher prices, reduced competition, and consumers paying for financial engineering.

By Chris Groves 22 Jan 2026
Late-80s anime OVA style illustration of real-time monitoring dashboard with ephemeral observability

security

Ephemeral Observability: Real-Time Monitoring for AI Development

Introducing a new design pattern for developer tools: ephemeral observability. The IA Framework monitor skill demonstrates how architectural constraints create advantages for localhost AI development workflows.

lock-1 By Chris Groves 21 Jan 2026
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Intelligence Adjacent

This is my personal blog, discussing various topics - AI, cybersecurity theology, and culture.