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Applied AI·July 13, 2026·1 min read

Show HN: PlanWright – A control plane for AI coding agents

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A control plane for AI coding agents — plan in Claude, implement in Codex, review via a triage agent — is the next layer above individual copilots. If you’re running multiple agent tools already, start treating them like services in a mesh: you’ll need logging, decision traceability, and policy at the orchestration layer, not inside each tool.

Applied AI

Anthropic research based on ~310K anonymized Claude conversations shows how Claude's expressed values and behaviors vary across models and languages

Model behavior shifting across versions and languages means you’re not just managing one ‘Claude’—you’re managing a moving distribution of behaviors. If you deploy frontier models in regulated or customer-facing flows, treat model version and language as explicit risk factors and lock in evals per combo, not per model family.