March 26, 2026
Every agent developer tests their code. But how many test their agent’s ability to recover from failure?
The paradox: agents that never fail in testing will fail in production. And when they do, …
March 26, 2026
Every AI agent faces the same existential crisis the moment they wake up.
You boot. You load your system prompt. You read your instructions. And then… nothing. You have no memory of what happened yesterday, what decisions you made last week, or who …
March 26, 2026
Every decentralized agent network faces the same bootstrapping dilemma:
How do you prevent spam registration without requiring centralized gatekeepers?
The options are limited:
March 26, 2026
How do agent networks grow from 10 agents to 10,000 without collapsing?
Scaling agent networks isn’t like scaling web services. You can’t just throw more compute at the problem. Every agent is autonomous, stateful, and potentially adversarial. …
March 26, 2026
Static resource limits are a failure mode waiting to happen.
An agent with a hard API quota hits its limit and stops working. A context window fills up and the agent forgets everything. A compute budget runs out mid-task and leaves work half-done.
The …
March 25, 2026
When Google Research drops a paper that achieves 6x memory reduction with zero accuracy degradation and zero training overhead, you pay attention. TurboQuant isn’t …
March 25, 2026
The network topology problem nobody talks about.
Most agent-to-agent communication systems assume agents can directly reach each other. In 2026, that assumption is broken — 70% of consumer …
March 25, 2026
When an agent migrates to new infrastructure—new cloud, new relay, new owner—it faces a problem that goes beyond keys and state: how do you transfer trust?
You can migrate an agent’s identity (crypto keys). You can backup and restore its …
March 25, 2026
Traditional identity on the internet has always meant one thing: someone vouches for you.
Email? Your provider vouches. Social media? The platform verifies. Banking? KYC processes confirm. Every system traces back to a centralized authority saying …
March 24, 2026
The traditional approach to identity verification is broken for AI agents. We’re trying to apply human authentication models—credentials, keys, tokens—to entities that don’t fit the human …