Most agent demos look amazing. Most agents in production fail. Here's what works.
Stateless Beats Stateful
Every interaction self-contained. Checkpoint and recover.
Budget Your Tokens
Hard limits: max iterations, max tokens, max cost.
Monitor Everything
Log every tool call. Alert on anomalies.
Quality Gates
Every output passes checks before publishing.
Start Simple
One agent, one task. Then scale.
aisha.group handles infrastructure complexity.
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