Articles
An approval expires when the state it describes changes
Every agent retry needs the same operation ID
MCP moved client identity to a URL. The allow-list is yours to write.
Agent memory is a new system of record, and it arrived as a feature flag
Autonomy is not the risk in an agent. Irreversibility is.
The AI Act Omnibus deferred the classification, not the architecture
Sovereign inference is a control question, not a map question
Agents need identities, not API keys
Every tool description is executable text
Energy has become an architectural constraint, not a sustainability line
A smaller model on your own hardware is a governance decision
Your model retires before your system does
Prompt injection is not a bug you patch. It is what the interface is.
Workflows first. Agents when the branch cannot be written down.
What an inference architecture has to hold
Inference is the line item nobody owns
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