[–] b0a04gl 1y ago ↗ infra: debugging k8s, auto doc updates, sql pipelines from plain texteng: feature scaffolding, test gen, PR fix loops, monorepo navsecurity: terraform diff scans, stacktrace triage, tdd driven by claudeml: code mapping, porting, concept explainers, kubectl syntax recalldata viz: full react dashboards, persistent apps, no more one-off notebooksgrowth: ad copy gen, figma automation, meta analytics all via claude agentsall backed by a shared claude.md to inject team specific contextthey run tight feedback loops, classify tasks by how risky they are, and let claude own the lowrisk ones autonomously.
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[ 3.3 ms ] story [ 14.5 ms ] threadeng: feature scaffolding, test gen, PR fix loops, monorepo nav
security: terraform diff scans, stacktrace triage, tdd driven by claude
ml: code mapping, porting, concept explainers, kubectl syntax recall
data viz: full react dashboards, persistent apps, no more one-off notebooks
growth: ad copy gen, figma automation, meta analytics all via claude agents
all backed by a shared claude.md to inject team specific context
they run tight feedback loops, classify tasks by how risky they are, and let claude own the lowrisk ones autonomously.