A performance benchmark of DuckDB running on the entry-level MacBook Neo (Apple A18 Pro, 8GB RAM, $700), evaluating its capability on analytical database workloads using ClickBench and TPC-DS benchmarks. The MacBook surprisingly outperformed cloud instances on cold-run queries due to local NVMe storage, though struggled with memory-intensive TPC-DS SF300 workloads requiring extensive disk spilling.
GitHub details three major availability incidents (Feb 2, Feb 9, Mar 5, 2026) caused by rapid platform growth, architectural coupling, cache TTL misconfiguration, and failover gaps. The company outlines near and long-term mitigations including infrastructure redesign, Azure migration, and service isolation.
Anthropic's Claude.ai and Claude Code experienced a 3-hour outage (14:17-17:11 UTC on Mar 11, 2026) due to degraded I/O performance in the primary application database following routine maintenance, causing login failures and slow requests. The Claude API was unaffected.