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The CapiscIO Blog

Latest Posts

PyCon US 2026 and CapiscIO Startup Row logos
News Release

CapiscIO Selected for Startup Row at PyCon US 2026

CapiscIO, has been selected by the Python Software Foundation to exhibit at Startup Row at PyCon US 2026!

May 1, 2026
5 min read
A metaphorical bridge with 2 robotic figures are shaking hands with IETF on one side and OWASP on the other
Agent Authority
AI Governance

What IETF WIMSE, OAuth, and OWASP Actually Say About Agent Authorization - And What They Leave Out

The standards landscape for AI agent authorization is productive in places and misrepresented in others. Here is precisely where each standard stops.

March 28, 2026
5 min read
inside a narrowing architectural structure
AI Agents
AI Governance

Why Authority Only Shrinks: The Case for Monotonic Narrowing in Agent Delegation

There is a principle at the core of CapiscIO's architecture that we state in 3 words: authority only shrinks. It sounds obvious. It is surprisingly rare.

March 21, 2026
5 min read
mathematician is stumped by a problem on a chalkboard
AI Agents
AI Governance

Automated Intent Classification for AI Agents Is an Unsolved Problem

At a security conference presentation a label read "Intent Engine" But how does it actually work? The answers were evasive in a way that is becoming familiar.

March 13, 2026
5 min read
a variety of contradictory confusing road signs
AI Agents
Multi-Agent Systems

The Confused Deputy Problem Is Coming for Multi-Agent Systems

In 1988, Norman Hardy described a security vulnerability he called the Confused Deputy Problem. It was ignored. It is now standard in multi-agent AI systems.

March 6, 2026
5 min read
a chain with a sign reading authorized personnel only
AI Agents
Agent Identity
Agent Authority

Why Agent Identity Is Not the Same as Agent Authorization

Every serious AI agent platform built in the last eighteen months has solved identity. None of that solves the problem that will actually burn enterprises.

February 13, 2026
5 min read
Owasp top 10 puzzle pieces converge into 3 controls
AI Agents
Security

The OWASP Agentic Top 10 Is an Identity Problem in Disguise

Everyone's treating the OWASP Agentic Top 10 as ten separate problems. Seven of them collapse into three controls.

February 6, 2026
5 min read
A visual comparison of the crossroads in the 1800s at the Gloucester railway break and the modern Agentic standards crossing, and the AAIF
AI Agents
AI Governance

AI Agent Interoperability: Why AAIF, MCP, and A2A Are the Only Bet Worth Making

Why the Agentic AI Foundation is the mobilization phase in a war for the rails and what it means for your architecture.

December 10, 2025
5 min read
A depiction of human mediated trust vs the superiority of agent-native trust
AI Agents
AI Governance

The Agent Economy Is About to Break Trust as We Know It

Why AI Agent Security Needs Cryptographic Verification, Not Human Oversight

December 5, 2025
5 min read
3 AI Failure Case Studies + WEF White Paper Analysis
AI Governance
Security

The 3 AI Failures Everyone Misdiagnosed - And What They Reveal About the Coming Agent Crisis

Air Canada, Microsoft, Google: three AI failures everyone misdiagnosed. The WEF framework reveals what actually broke and why agents will make it worse.

December 1, 2025
5 min read
A literal AI bubble bursting into millions of gratifying pieces
AI Agents
AI Governance

The AI Bubble is Bursting. Good!

Why the crash of "demo-ware" is clearing the path for the real Agentic AI economy.

November 24, 2025
5 min read
CapiscIO logo
News Release

CapiscIO Launches Open-Source Security Middleware for Google's A2A Protocol

Python middleware provides runtime protection for autonomous agents as AI-driven cybercrime projected to cost $15 trillion by 2030.

November 13, 2025
5 min read
badly damaged is wedged between two converging walls representative of organizations getting themselves into a jam with AI policies
AI Agents
AI Governance

The Five Failure Patterns That Break AI Adoption Before Governance Even Starts

Governance doesn't start with policy. It starts with knowing what already exists. Most organizations are already flying blind.

November 12, 2025
5 min read
Danger sign on the side of an aircraft
Security
A2A Protocol

How to Validate A2A Protocol Compliance: Prevent 3 Agent Security Attacks with Capiscio CLI

A2A agent impersonation, protocol drift, and runtime failures quietly break production. Here are the attack mechanics and prevention strategies.

October 8, 2025
5 min read
a photographic screenshot of the Capiscio CLI web page
Capiscio CLI

The AI Agent Developer's Secret Weapon: Capiscio CLI v1.2.6

Capiscio CLI v1.2.6 introduces game-changing features for AI agent developers: cryptographic verification, transport testing, and zero-dependency binaries.

October 1, 2025
5 min read
the foundation of a large construction project is like the a2a protocol for ai agents
A2A Protocol

What the A2A Protocol Gets Right (And Where It Needs Help)

The A2A protocol gives agents a common language, but it doesn’t solve trust, validation, or security. Here’s what it does right and what’s still missing.

September 24, 2025
5 min read
A row of colorfully painted dumpsters represents most agent registries that cannot be trusted
AI Agent Registries

Why Most Agent Registries Are Noise (And What We’re Doing About It)

The explosion of AI agent directories has created more noise than trust. Here’s what’s broken, and how Capiscio is building a verifiable alternative.

September 19, 2025
5 min read
walking on a tight rope is similar to the trust we place in AI agents
AI Agents

How to Know If You Can Trust an AI Agent

The rise of autonomous agents brings real risks. Learn how to validate AI agents properly using open standards, agent cards, and verifiable trust.

September 17, 2025
5 min read

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