Erin Ahmed¶
Head of Product at cleric, where they build an AI SRE — an agent that learns from every production incident and compounds knowledge about a team's environment, team, and past outcomes.
Grounded quotes¶
- "A stateless agent starts a session fresh with no memory or context of past conversations. Imagine a co-worker that shows up to work every day with no recollection of what happened yesterday. That's the current state of most of our agentic co-workers today."
- Corrections "should persist, compound and then be visible."
- "The agents that earn their place will be the ones that accumulate knowledge about three things. Your environment, your team and how you work and past outcomes and corrections."
- On the future: cites Peter Steinberger ("these are the worst the models are ever going to be") — peter-steinberger.
- On ambient vs directed learning: "If you only learn from where the user directs you, it limits your learning. And if you're ambiently learning but you don't allow the user to correct you then you run the risk of compounding errors."