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.
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The Thinking Wire
Governed Implementation
Speed and safety are not opposites. They are partners when governance is built in.
42 articles
Essays
- Essay
Three Teams, One Pattern: What PM, Security, and Infrastructure All Built for Agent Governance
A PM platform, a security team, and an infra provider independently built governed AI agents. They converged on four identical patterns.
8 min read Read more - Essay
When Visa Extends Your Agent Payment Protocol: What MPP Means for Governed Commerce
Stripe and Paradigm launched MPP with Visa, Mastercard, and both AI labs. The protocol is live. The governance is not.
8 min read Read more - Essay
Three Views on Governing AI Code: Types, Specs, and Verifiable Trust
Vint Cerf says trust is infrastructure. Lean 4 says types are proof. A Haskell expert says specs become code. All three are right.
10 min read Read more - Essay
The Containment Convergence: Why NVIDIA, Docker, and OpenAI All Shipped Agent Sandboxes This Week
Three companies shipped agent containment in one week. The pattern is identical: YAML policies, egress proxies, credential isolation.
12 min read Read more - Essay
What 220 Controls Teach About Building AI Governance Frameworks
GitLab cut SOC controls by 58% with a custom framework. AI can now rewrite GPL code in days. Both stories reveal how governance actually works.
9 min read Read more - Essay
Agent Specs Are Governance Artifacts
Three independent frameworks converge on the same conclusion: agent specs are not documentation. They are auditable, enforceable governance infrastructure.
12 min read Read more - Essay
Skills Are Not Replacing Agents. They Are Making Agents Governable.
The Agent Skills standard solves what monolithic agents never could: modular, auditable, version-controlled AI capabilities.
7 min read Read more - Essay
The Governance Layer That Was Already There
Three practitioners independently rediscovered the same truth: AI agents need engineering discipline, not new frameworks.
7 min read Read more - Essay
The Architecture of Agent Trust: Why Boundaries Beat Instructions
Reliable AI agents come from environmental constraints, not better prompts. Three independent sources converge on the same architectural principle.
9 min read Read more - Essay
The Cage Pattern: What Agent Fleet Governance Actually Looks Like
Three companies running AI agents at scale converged on the same principle: maximum autonomy inside structural constraints.
10 min read Read more - 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.
12 min read Read more - 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.
15 min read Read more - 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.
10 min read Read more - 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.
12 min read Read more - Essay
How to Write Specs for AI Agents
The definitive guide for specifications that work. 5 principles tested by Google and GitHub engineers.
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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.
9 min read Read more
Points of View
- Point of View
McKinsey's Three Diagnoses: How a Consulting Firm Slowly Discovers Governance
McKinsey went from measuring AI wrong to calling it a design problem to using the word governable. The pattern reveals more than any single article.
8 min read Read more - Point of View
Design Without Governance Is Decoration
McKinsey says AI's scaling problem is a design problem. They're half right. Design is the interface layer of governance.
9 min read Read more - Point of View
Everyone Has 30% AI Code. Nobody Knows Who Governs It.
Uber and Stripe built governance into infrastructure. Microsoft hired a quality head. The pattern reveals what most companies are missing.
12 min read Read more - Point of View
Your Agent's Personality Is a Governance Layer
OpenAI published four personality profiles for AI agents. They missed the point. Personality is fleet-wide behavioral governance, not prompt cosmetics.
10 min read Read more - Point of View
McKinsey Measured the Wrong Thing
Executives self-report 16-45% AI gains. Controlled trials show 19% slowdown. The perception mismatch is not noise. It is missing infrastructure.
8 min read Read more - Point of View
Agent Frameworks Are Free Because You Are the Product
Hyperscalers give away agent SDKs to sell runtime. The real contest is governance: security, evaluation, context control. Bet on that layer.
7 min read Read more - Point of View
When the Spec Is the Product, Who Governs the Spec?
Spec-driven development compresses PM cycles. It also turns every unclear requirement into a production risk nobody reviews.
9 min read Read more - Point of View
The Governance Outsourcing Problem: What OpenAI's Consulting Alliances Actually Mean
When consulting firms deploy your AI agents, they also define your governance. Enterprises need to decide who owns the rules.
8 min read Read more - Point of View
Your Organization Is a Tactical Tornado
LLMs don't just write tactical code. They turn entire organizations into tactical tornadoes. The fix isn't better code review.
9 min read Read more - Point of View
Governance Is a UX Problem: What Apple's Agent Taxonomy Reveals
Apple mapped 55 UX features for AI agents. The finding most teams miss: governance that users cannot see is governance that does not work.
9 min read Read more - Point of View
The Containment Pattern: Four Approaches to Sandboxing AI Agents in Production
Cursor, Docker, Zenity, and Entire shipped four distinct containment layers in one week. The shift from approval fatigue to trust boundaries is here.
11 min read Read more - Point of View
The Rise of Agentic Platforms: Why Governance Is the Product
Bounded autonomy is the right design target for AI agents. Platform engineering is the governance layer most organizations already have.
10 min read Read more - Point of View
The Governance Gap in AI Output Quality: What Generic Design Reveals
Anthropic published a guide to fix generic AI designs. The real lesson: output quality requires the same governance as safety and compliance.
9 min read Read more - Point of View
The Thinking Gap Is a Governance Gap
Every concern about AI code generation maps to a governance failure, not a technology deficiency. The question was never whether to use AI.
11 min read Read more - Point of View
Your Style Guide Is a Governance Layer
Product teams encoding brand rules into CLAUDE.md are doing governance-as-code. Content ops proves the pattern.
9 min read Read more - Point of View
The Developer's Real Edge Isn't Business. It's Governance.
AI is reshaping software careers. The advice to 'learn business' misses the point. The premium is in governance-aware architecture.
9 min read Read more - 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.
9 min read Read more - 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.
12 min read Read more - 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.
10 min read Read more - 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.
10 min read Read more - 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.
12 min read Read more - 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.
8 min read Read more - 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?
6 min read Read more - 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.
8 min read Read more
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