wuweiaxin

4 ms·

1. 1.▲
   by wuweiaxin 7mo ago

   Secret and credential sprawl is a real problem in agent pipelines specifically -- each agent needs its own scoped access and the blast radius of a leaked credential is much larger when an agent can act autonomously. We ended up with a tiere
2. 2.▲
   by wuweiaxin 7mo ago

   The artifact output model is more useful than it looks at first. We use Claude in a multi-agent pipeline and discovered that structured artifact outputs reduce parse errors significantly compared to freeform text responses -- the model seem
3. 3.▲
   by wuweiaxin 7mo ago

   Reliability has been the real bottleneck for multi-agent setups in production. The hard part isnt getting one agent to do something clever once - its making repeated runs observable and bounded when tools fail halfway through. Idempotency c
4. 4.▲
   by wuweiaxin 7mo ago

   The pattern we keep converging on is to treat model calls like a budgeted distributed system, not like a magical API. The expensive failures usually come from retries, fan-out, and verbose context growth rather than from a single bad prompt
5. 5.▲
   by wuweiaxin 7mo ago

   Exactly. We're basically living through the "distributed systems reliability" moment for agents. Traditional infra has circuit breakers, rate limiters, health checks — agents have nothing. That's what I'm building:
6. 6.▲
   Show HN: Agent Firewall – Go proxy to kill LLM death spirals

   2 points by wuweiaxin 7mo ago|1 comments