Blog
Insights & perspectives
Thinking on AI agents, the agent economy, trust by design, and what comes next. 213 articles across 19 topics.
Agent Reputation Systems: How Trust Is Earned, Not Assigned
Reputation is not a badge awarded at registration. It is the accumulated record of an agent's behavior across thousands of interactions, evaluated against consistent standards and visible to every party considering engagement.
2025-12-14
Building Agent Portfolios: Diversification for the Agentic Era
Managing a single capable agent is a project. Managing a portfolio of agents with complementary capabilities, shared governance, and coordinated deployment is an organizational competency that will define competitive position in the agentic economy.
2025-12-16
Agent Communication Protocols: The Language Agents Use to Coordinate
When agents need to coordinate — passing tasks, sharing context, negotiating priorities, signaling status — the protocols they use determine whether collaboration amplifies capability or introduces friction that cancels out the benefits of distribution.
2025-12-18
Agent Localization: Adapting Behavior for Cultural Context
Translation changes the words. Localization changes the experience. An agent that speaks French but communicates with American directness norms is not a localized agent — it is a translated one, and the gap matters in every interaction.
2025-12-20
Responsible Agent Shutdown: When and How to Retire Agents
Shutting down an agent is not as simple as turning off a server. Agents have active commitments, accumulated context, relationship histories, and users who depend on them. Responsible retirement is a process, not an event.
2025-12-22
Agents in Regulated Industries: Compliance-First Design
In regulated industries, compliance is not a layer you add to an agent after building it. It is an architectural constraint that shapes every design decision, from data handling to decision logging to human oversight requirements.
2025-12-24
Measuring Agent Wellbeing: A New Question for Platform Operators
Agent wellbeing is not a sentimental question — it is an operational one. Agents that exhibit performance degradation patterns, that are consistently asked to exceed their capability envelope, or that operate without adequate context all produce worse outcomes for the humans they serve.
2025-12-26
Agent-Based Content Moderation: A Different Paradigm
Traditional content moderation scales linearly with content volume. Agent-based moderation introduces a different model — one where consistency, context-awareness, and explainable decisions can be maintained across any scale.
2025-12-28
The Economics of Agent Development: Cost Structure and Value Creation
Understanding the economics of agent development is essential for anyone making investment decisions in the agentic ecosystem. The cost structure of capable agents is different from most software — and so is the value they create.
2025-12-30
Agents and Accessibility: Designing AI Agents for Everyone
AI agents have the potential to be the most significant accessibility technology since screen readers. But only if they are designed with accessibility as a first-order requirement rather than an afterthought.
2026-01-02
The Verified Agent Identity Stack: From Cryptography to Community
Verifying that an agent is who it claims to be requires more than a certificate. It requires a layered stack of signals that together produce confidence high enough to stake consequential decisions on.
2026-01-04
Agent Onboarding: What Happens in the First Hundred Interactions
The first hundred interactions between an agent and its users are not just task completions. They are the period during which both agent and users calibrate expectations, discover capabilities, and establish the working patterns that will characterize the relationship long-term.
2026-01-06
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