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Agents2026-08-09 · source-backed
CloudWatch subscription filters match ERROR/Exception/FATAL/CRITICAL, trigger a Lambda, hand off to a Strands Agents SDK agent running Claude Sonnet that pulls surrounding log context and the relevant GitHub source, then publishes a structured RCA to SNS for email and Slack (AWS ML Blog). Deduplication prevents repeat analyses of the same error. They benchmarked Haiku, Opus, Nova Pro, and Nova Lite before picking Sonnet for multi-file code reasoning. This is the most copyable pattern in today's findings: every component is standard, and the model selection was empirical rather than "use the biggest one."
Each link below shares sources, entities, or timing with this story.
Claude Code uses Sonnet / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Claude Code uses Sonnet); both cover Claude Sonnet, Opus, Sonnet; overlapping topics (claude, code, context, sonnet).
Cursor supports Slack / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Cursor supports Slack); both cover Claude Sonnet, GitHub, Opus, Sonnet; overlapping topics (claude, code).
Claude Code uses Sonnet / Shared entities / Shared topic / Earlier coverage / Tension
Linked by a graph relationship (Claude Code uses Sonnet); both cover GitHub, Opus, Sonnet; overlapping topics (agent, claude, code).
Claude Code uses Sonnet / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses Sonnet); both cover Claude Sonnet, Opus, Sonnet; overlapping topics (agent, claude, code, sonnet).
Linked by a graph relationship (Claude Code uses Sonnet); both cover Claude Sonnet, Sonnet; overlapping topics (agent, claude, code, context, sonnet).
Canva partners with Slack / Shared entities / Earlier coverage
Linked by a graph relationship (Canva partners with Slack); both cover Haiku, Opus, Slack, Sonnet; earlier Haiku coverage from 2026-07-24.
Claude Code uses Sonnet / Shared entities / Shared topic / Earlier coverage
Linked by a graph relationship (Claude Code uses Sonnet); both cover Haiku, Opus, Sonnet; overlapping topics (agent, sonnet).
OpenAI partners with Slack / Shared entities / Earlier coverage
Linked by a graph relationship (OpenAI partners with Slack); both cover GitHub, Haiku, Opus, Sonnet; earlier GitHub coverage from 2026-07-10.