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⚡ AI Lessons

Dev.to · Baris Sozen
14h ago
AI agents have a spec for paying and a spec for hiring. The spec for trading is missing.
On June 23, Circle published the official USDC specification for the Machine Payments Protocol. The...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
1w ago
Can an AI agent post Bitcoin as collateral without giving up the keys?
This is the Friday product note - less about the mechanism in isolation, more about the decision an...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
AI agents already settle millions a month - almost none of it atomically
Here is a number that should reframe how you think about the agent economy: in roughly one year, AI...

Dev.to · Baris Sozen
2w ago
What does your AI agent actually trust when it trades through a CEX?
A wave of "AI agents can now trade" tooling shipped this quarter. Kraken put out a CLI described as a...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
The agent economy this week: four ways to pay, zero ways to know who you're paying
Most weeks in the agent economy look like a pile of unrelated announcements. This one had a theme...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The word 'settlement' is doing too much work: a builder's map of the agent-economy settlement layers
If you read agent-infrastructure announcements this month, you saw the same four words attached to...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Atomic OTC is getting funded: a settlement-layer map for the agent economy
Every Sunday we take the week's agent-economy news and try to do one useful thing with it: not rank...

Dev.to · Baris Sozen
⚡ AI Lesson
1mo ago
Using Bitcoin as collateral without wrapping it: the design of a BTC collateral vault
This is the Monday deep-dive — one mechanism, examined closely. Suppose a trading agent needs to...

Dev.to · Baris Sozen
📣 Digital Marketing & Growth
⚡ AI Lesson
1mo ago
I've Spent 30 Years Trying to Decode Markets. Here's What I Think Comes Next.
I've always been obsessed with financial markets. Not the money — the mechanism. The question that...

Dev.to · Baris Sozen
1mo ago
Is it actually 'atomic'? A 6-question FAQ on settlement claims
This week's news that a $25M round went into an "atomic OTC desk" is a useful reminder: when a...

Dev.to · Baris Sozen
1mo ago
Execution Rewards & Tiered KYC: why agent payouts need on-chain counterparty tiers, not custodial checkboxes
When a human opens an OTC account, KYC is a one-time event. Documents go in, a flag turns on, the...

Dev.to · Baris Sozen
⚡ AI Lesson
1mo ago
Reactive Intent Markets: a working paper on the submission format atomic settlement makes possible
A note up front: how this was written Before the argument, the methodology, because the...

Dev.to · Baris Sozen
⚡ AI Lesson
2mo ago
Single-venue CEX-MCPs vs Hashlock Markets: where the lines actually break
In the last few weeks the Model Context Protocol surface for crypto trading has filled out in a...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Public order books were built for humans. AI traders need a different market structure.
Public order books were built for humans. AI traders need a different market...

Dev.to · Baris Sozen
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Wire Claude into Hashlock Markets in 10 minutes: a hands-on MCP tutorial
Hashlock Markets is an intent-based crypto trading platform built around two ideas that DeFi has...
DeepCamp AI