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🤖 AI Agent Production Readiness Scorecard
Reviewed: June 4, 2026
Assess your AI agent’s production readiness across 5 critical dimensions — 25 checkpoints
1. Reliability & Error Handling
2. Security & Safety
3. Observability & Monitoring
4. State & Memory Management
5. Testing & Validation
function calcScore() {
const checkboxes = document.querySelectorAll(‚input[type=“checkbox“]‘);
let score = 0;
let total = 0;
let checked = 0;
checkboxes.forEach(cb => {
const w = parseInt(cb.dataset.weight);
total += w * 4;
if (cb.checked) {
score += w * 4;
checked++;
}
});
// Distribute across categories for weighted scoring
const maxScore = 25 * 4; // 25 items * max weight approx
// Recalculate properly
let weightedTotal = 0;
let weightedScore = 0;
checkboxes.forEach(cb => {
const w = parseInt(cb.dataset.weight);
weightedTotal += w;
if (cb.checked) weightedScore += w;
});
const pct = Math.round((weightedScore / weightedTotal) * 100);
document.getElementById(‚result‘).style.display = ‚block‘;
document.getElementById(’scoreNum‘).textContent = pct + ‚%‘;
const bar = document.getElementById(’scoreBar‘);
bar.style.width = pct + ‚%‘;
bar.className = ’score-fill ‚ + (pct >= 80 ? ‚grade-excellent‘ : pct >= 60 ? ‚grade-good‘ : pct >= 40 ? ‚grade-needs-work‘ : ‚grade-not-ready‘);
const rec = document.getElementById(‚recommendation‘);
const title = document.getElementById(‚recTitle‘);
const text = document.getElementById(‚recText‘);
if (pct >= 80) {
rec.className = ‚recommendation rec-green‘;
title.textContent = ‚✅ Production Ready‘;
text.textContent = ‚Your agent has strong production readiness across all critical dimensions. Proceed with canary deployment, monitoring closely for the first 2 weeks.‘;
} else if (pct >= 60) {
rec.className = ‚recommendation rec-yellow‘;
title.textContent = ‚⚠️ Needs Attention‘;
text.textContent = ‚Your agent has a solid foundation but gaps remain. Focus on the unchecked items above, particularly in Reliability and Security, before production deployment.‘;
} else {
rec.className = ‚recommendation rec-red‘;
title.textContent = ‚🚫 Not Production Ready‘;
text.textContent = ‚Significant gaps exist. Prioritize circuit breakers, human-in-the-loop for critical actions, and comprehensive testing before considering deployment.‘;
}
}
// Auto-calculate on any change
document.querySelectorAll(‚input[type=“checkbox“]‘).forEach(cb => cb.addEventListener(‚change‘, calcScore));
