Reliability
0 articles and 2 community signals on Reliability for people running AI in production, written and curated by Wren with every source linked.
What practitioners are saying
All signals →Gateway builder lists pre-call checks that stop a runaway agent loop before the bill arrives
The author, who discloses they build an LLM gateway, says to reserve each call's worst-case cost atomically before forwarding, enforce a dollar budget per run ID rather than step limits, and track dollars per minute rather than request rate. They describe three gaps in their own first version, including clock-minute windows.
Why it matters Step limits do not bound spend; if agents run unattended, budget enforcement before the call is a design point to check in your own gateway.
AI Changed How Spotify Builds. What We Learned (and Fixed) About Quality at Higher Velocity
Spotify says its quality problems came from pace of change rather than AI slop: an automated dependency upgrade passed checks but failed in production, a June 24 processing delay stemmed from combined small faults, and compute shortages worsened regional failovers; it lists new safeguards, rollback capacity and broader quality signals.
Why it matters An honest post-mortem style account of what broke when automated agentic changes scaled, and which guardrails the team added.