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⚡ AI Lessons

Dev.to · Steve Emmerich
🔐 Cybersecurity
⚡ AI Lesson
3w ago
Short-lived, scoped, challenge-based: designing safer service tokens for agents
A lot of security design comes down to asking a plain question: if this credential leaks, how bad is...

Dev.to · Steve Emmerich
🔐 Cybersecurity
⚡ AI Lesson
4w ago
Static API keys are the wrong primitive for agent authentication
API keys survive because they are convenient. You can generate one in a dashboard, paste it into an...

Dev.to · Steve Emmerich
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Lineage, not logs: why autonomous agents need cryptographic provenance
When people talk about provenance in software systems, they often mean logs. Logs matter. They tell...

Dev.to · Steve Emmerich
3mo ago
I Built a BaaS Where AI Agents Can Onboard Themselves
Vibebase gives AI agents identity, email, and service access without handing them raw API keys. Agents start autonomously and humans can claim them later.
DeepCamp AI