blog: Your AI Agents Are Running in Production. Who's Watching the Limits?#408
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blog: Your AI Agents Are Running in Production. Who's Watching the Limits?#408
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Scenario-driven blog post covering three production workflows: 1. Agent burns through risk budget — overview alerts, fund dialog 2. Compromised API key — audit investigation, revoke + create 3. Webhook delivery failing — test, fix, replay 5 screenshots from the live dashboard with seeded production data. Framed around runtime authority (cost + risk), not just features.
- Description: "changes the game" → "addresses each one" - Remove unverified "under 30 seconds" timing claim - Remove "doesn't care" casual phrasing - Remove "these aren't toy examples" defensive framing - Remove "seeded environment" fourth-wall break - Remove "deserve an ops UI" tagline
- Remove unverified "active reservations can still commit" claim - Narrow freeze description to spec-supported behavior only - Replace sales-page checklist with single summary paragraph - "every admin endpoint" → "core admin workflows" - Frontmatter title optimized for SEO: includes "AI Agent Governance Dashboard" + key terms. H1 kept as reader-friendly hook.
Major additions: - "Read-only dashboards aren't enough" section: Grafana vs Retool vs purpose-built governance UI. Teaches the pattern (write actions with safety rails, secret lifecycle, resource-level audit, capability gating) — useful even for non-Cycles readers. - "What we learned building this" section: three genuine insights (risk/cost same surface, destructive action friction, resource ID filtering). Shows thinking, not just features. - Closing gives value to all readers: "Design for the 2am case, not the demo" — applies whether you use Cycles or not. - Tightened description, added SEO keywords (Grafana, Retool). - Removed thin "at scale" section, integrated demo context into "try it" naturally.
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Blog post introducing the Cycles Admin Dashboard
Scenario-driven, not feature-driven. Leads with three production pain points:
Framed around runtime authority (cost + risk), not just dashboard features. The dashboard is the proof, not the pitch.
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blog/ai-agent-governance-admin-dashboard-monitor-control-budgets-risk.mdpublic/images/dashboard/*.png(5 screenshots)