Blog
Engineering, product, and company updates from the TruLayer team.
Control Loop v0.1: closed-loop AI reliability with eval rigor and human-in-the-loop guardrails
TruLayer's Control Loop v0.1 ships a complete remediation cycle — eval-rule triggers, configurable retry budgets, HITL approval gates, remediation regression alerts, and per-trace before/after deltas. Here is what changed and why it matters.
Read moreOrchestration patterns for agentic dev — what we learned shipping a product with AI agents
Seven concrete orchestration patterns for teams building with AI agents, drawn from shipping TruLayer v0.1 with an AI agent team in 10 days of wall-clock time.
Read moreBuilding TruLayer with an AI agent team
How I shipped TruLayer by supervising 12 Claude Code agents — and why the failure modes I had to engineer around are the exact same ones TruLayer catches in production.
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