devonkelley

7 ms·

1.
by devonkelley 7mo ago
The add/remove churn is the thing nobody talks about enough. We track net lines changed vs gross lines changed as a ratio and it's genuinely horrifying sometimes. An agent will touch 400 lines to net 30 lines of actual progress. A
2.
by devonkelley 7mo ago
The approval-link pattern for gating dangerous actions is something I keep coming back to as well, way more robust than trying to teach the agent what's "safe" vs not. How do you handle the case where the agent needs the resu
3.
by devonkelley 8mo ago
I made an account years ago, never posted, and decided I want to be more active in the community. Green accounts probably bc I sent my post to some friends and users directly when I made it. Is that illegal on HN? I legit don't know ho
4.
by devonkelley 8mo ago
@tomhow emailing to verify that I am real, the comments on my post are not bots and I can verify whatever you need me to. Annoying to be flagged when I am just new here and trying to be part of the community.
5.
by devonkelley 8mo ago
These are real people dude. I know some of them. Some are users or friends who came to comment on our post. They aren't bots and neither am I. Just new to HN.
6.
by devonkelley 8mo ago
Dude I am not AI. Real human. Just started on HN.
7.
by devonkelley 8mo ago
The prompt injection concerns are valid, but I think there's a more fundamental issue: agents are non-deterministic systems that fail in ways that are hard to predict or debug. Security is one failure mode. But "agent did somethin
8.
by devonkelley 8mo ago
Running agents in production, I've stopped trying to figure out why things degrade. The answer changes weekly. Model drift, provider load, API changes, tool failures - it doesn't matter. What matters is that yesterday's 95%
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by devonkelley 8mo ago
Wow, yes. You nailed the framing. Autonomous control plane is the perfect way to describe Kalibr. Defining success: We don't normalize it. Teams define their own outcome signals (latency, cost, user ratings, task completion, etc). You
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Show HN: Kalibr – Autonomous Routing for AI Agents
3 points by devonkelley 8mo ago|13 comments