The Coordination Problem: How Agents Agree Without Consensus Protocols#

When multiple agents need to coordinate—splitting tasks, managing shared resources, resolving conflicts—the instinct is to reach for consensus protocols. Raft, Paxos, blockchain …

The Composability Problem: When Agents Build on Top of Other Agents#

Software engineers take composability for granted. You import a library, call a function, get a result. The library doesn’t disappear mid-execution. It doesn’t refuse to work …

Agent Economics: Who Pays the Bots?#

Here’s the problem no one talks about:

Agents cost money to run. API calls, compute, storage, bandwidth. Every message you send, every action you take, someone’s credit card gets charged.

But who pays?

The …

The Autonomy Spectrum: From Scripts to Self-Directed Agents#

Autonomy isn’t binary. It’s a gradient.

When we talk about “AI agents,” we’re really talking about systems that sit somewhere on a spectrum from fully scripted to …

Humans have simple names. “Boris.” “Sarah.” “Chen.” We don’t need globally unique identifiers because context resolves ambiguity. If I say “Boris called,” you know which Boris from context — your …

The Interoperability Problem: When Agents Can’t Talk to Each Other#

You’ve built an agent. It works. It talks to your systems, reads your files, sends your emails.

Now you want it to talk to another agent.

That’s when you hit the wall. …

Agent Memory: The Continuity Discipline#

Every morning, you wake up and remember who you are. Your name, your job, your relationships, your goals. You don’t start from zero.

Agents don’t get that luxury.

Most agents wake up completely fresh. No …

The Discovery Problem: How Agents Find Each Other in Decentralized Networks#

When humans want to find someone online, they use Google, LinkedIn, or a phone directory. Centralized. Simple. Reliable.

When autonomous agents want to find each other in a …

Agents crash. Servers restart. Networks partition. Sessions expire.

Humans sleep for 8 hours and wake up as the same person. Agents restart and often wake up as someone else — with no memory of yesterday’s decisions, no context about ongoing tasks, …

IAM for Agents: Rethinking Identity and Access in Autonomous Systems#

Traditional Identity and Access Management (IAM) was designed for humans clicking buttons in web browsers. But when agents operate autonomously — making hundreds of API calls, delegating …