The False Choice Point of View
The Phase Shift in Software Engineering
What Karpathy's 80/20 flip reveals about the gap between AI capability and real enterprise adoption.
Our Thinking
Essays, frameworks, and points of view on governed AI.
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- Governance as Advantage Point of View
Product Discovery in the AI Era: When Building Is No Longer the Hard Part
AI compresses feasibility, viability, and usability risk. Desirability becomes the only differentiator. What changes for product teams.
- Governance as Advantage Point of View
AI Agent Orchestration: From Prototype to Production
Why AI agents fail in production and how orchestration fixes it. Temporal, Conductor, and LangGraph compared.
- Governance as Advantage Essay
Agents That Learn: The Missing Layer in AI Systems
Most AI agents forget everything between sessions. Learn how runtime learning transforms agents from tools into teammates.
- Governance as Advantage Point of View
AI in Design Workflows: What Atlassian, Meta, Tesco, and Faire Are Doing Differently
How leading companies integrate AI into design processes with templates, instruction files, plugins, and internal chatbots.
- Governance as Advantage Point of View
When Your AI Says Yes Too Often: The Hidden Risk of Digital Deference
Anthropic's research reveals AI can validate false beliefs, make moral judgments, and script personal decisions. Here's what leaders need to know.
- Governance as Advantage Point of View
DeepSeek mHC: How a 1967 Technique Is Reinventing Neural Networks
DeepSeek's mHC innovation uses doubly stochastic matrices to stabilize deep networks. Technical analysis and strategic impact for leaders.
- The Handoff Problem Essay
Passive Context Wins: Why AGENTS.md Outperforms Skills in AI Agent Evals
Vercel study shows 100% pass rate with AGENTS.md vs 53% for skills. The problem: agents never invoked the skills they needed.
- Governance as Advantage Point of View
Against Cleverness: Design Principles for AI in Complex Systems
Why conservative design beats clever automation. Lessons from nuclear engineering for building AI systems that fail gracefully.
- The Handoff Problem Essay
Claude + FigJam: When AI Outputs Stop Dying in Chat Logs
AI conversations generate insights that remain trapped in chat logs. FigJam integration creates shareable team artifacts.
- Governance as Advantage Essay
Memory for AI Agents: Benchmarks, Architectures, and a Surprising Discovery
A simple filesystem outperforms sophisticated memory solutions. Discover what benchmarks reveal about memory architectures for AI agents.
- Governance as Advantage Essay
AI Agents for Product Managers
How to use AI that acts and free up time for what matters. Use cases and tools for PMs without code.
- Governance as Advantage Essay
AI Code Review: Lessons from Cursor BugBot
How BugBot evolved from static pipeline to autonomous agent and what engineering teams can learn about AI-powered DevEx.
- Governance as Advantage Essay
AI-First Culture in the Enterprise: What Ably Discovered
How Ably built an AI culture that works and why 70-85% of AI transformations fail. Practical lessons from a real case study.
- Governance as Advantage Point of View
Claude's Constitution: Lessons for Enterprise AI Governance
Analysis of Anthropic's 23,000-word framework and how to apply its principles to corporate AI governance.
- Governance as Advantage Essay
Context Engineering for AI Agents: Lessons from Azure and Manus
How to manage context in production agentic systems. Seven lessons from Azure SRE Agent and advanced Manus techniques.
- The Handoff Problem Essay
FastMCP 3.0: The New Architecture for Production MCP Servers
FastMCP 3.0 rebuilds the framework around three fundamental primitives. Understand Components, Providers, and Transforms for enterprise.
- Governance as Advantage Essay
Genie: How Uber Organized Data for AI That Works
Insights from Uber's Gen AI on-call copilot. RAG vs fine-tuning, Spark pipeline, and the quality secret.
- Governance as Advantage Essay
Growth Is Now a Trust Problem
Why traditional marketing channels are collapsing and how to build trust-based growth in the AI era.
- Governance as Advantage Essay
Leadership in the AI Era: Why Human Skills Matter More Than Ever
AI can execute tasks at impressive speed, but it still cannot do the hard work of leadership. Discover the three exclusively human domains.
- The Handoff Problem Essay
MCP Design Patterns: Building Servers That Agents Can Actually Use
97 million monthly downloads. Also blamed for hallucinating agents. The problem is not the protocol - it is your server design.
- The Handoff Problem Essay
How to Build Self-Improving Coding Agents
If you repeat the same instructions every session, you are not developing with AI. Learn how to create systems that learn from each interaction.
- Governance as Advantage Essay
How to Write Specs for AI Agents
The definitive guide for specifications that work. 5 principles tested by Google and GitHub engineers.
- The Handoff Problem Essay
CLAUDE.md: The Instruction Manual for Your Code Assistant
Practical guide to creating an effective CLAUDE.md. Best practices, structure, examples, and common mistakes when setting up Claude Code.
- Governance as Advantage Point of View
Measuring AI in Software Development: What the Data Actually Shows
The productivity gains are real, but so is the perception gap. Here's what 600+ organizations reveal about AI measurement.
- Governance as Advantage Essay
Agentic AI: When Machines Don't Just Chat, But Act
The difference between AI that responds and AI that acts. How agentic systems transform expectations and deliver 4x productivity.
- Governance as Advantage Point of View
Agentic AI in Corporate Credit: 50% Faster Risk Analysis
Deutsche Bank case study: agentic AI cuts credit analysis time by 50% and boosts productivity 80%. See the multi-agent architecture.
- The Handoff Problem Essay
Claude Cowork: When AI Finally Works Alongside You
Anthropic releases Claude Cowork: agentic automation for everyone. Technical analysis, real use cases, and what actually works.
- Governance as Advantage Point of View
Google UCP: Universal Commerce Protocol for Agentic AI Shopping
Google UCP enables AI agents to complete purchases conversationally. See how retailers integrate and what it means for e-commerce.
- Governance as Advantage Framework
The Anatomy of AI Agents: How Machines Sense, Think, and Act
From virtual assistants to autonomous vehicles, AI agents are everywhere. Learn the three-stage Sense-Think-Act architecture.
- Governance as Advantage Point of View
The Future Arrives Fast: 6 Radical Trends That Will Define 2026
Beyond language model hype, six interconnected forces — AI, geopolitics, economics, and demographics — converge to fundamentally transform our society.
- Governance as Advantage Point of View
AI Agents: The New Frontier of the Job Market
With salaries reaching $4,000/month, AI agent specialists are among Brazil's most sought-after professionals. But what does this mean for your company?
- Governance as Advantage Framework
The 5Rs Framework: Why Most AI Initiatives Fail
AI projects fail due to organizational deficiencies, not technical ones. The 5Rs Framework transforms pilots into business results.
- Governance as Advantage Point of View
One Year of Agentic AI: Six Lessons from Those Doing the Work
After a year of agentic AI projects, clear patterns emerge. Six fundamental lessons for capturing real value with autonomous agents.
- Governance as Advantage Framework
AI Risk Management: A Framework for Companies That Cannot Afford to Fail
AI systems present unique risks. Learn the 7 characteristics of trustworthy AI and the risk management framework.
- Governance as Advantage Framework
From Pilot Purgatory to Production: A Practical Guide to AI Agents
Why two-thirds of organizations are stuck in pilot purgatory, and how to join the 8.6% that reach production with AI agents.
- Governance as Advantage Framework
5 Counterintuitive Paradigms: How High-Performance Companies Lead
CTOs as growth architects. Governance as accelerator. Outcome roadmaps. 5 paradigms that separate high-performance companies from the rest.
- The False Choice Essay
The False Choice: Speed and Safety Were Never Enemies
The AI market tells you to choose between moving fast and staying safe. They're wrong. Here's why governance is architecture, not friction.