What's New
The latest features and improvements in ACE Pattern Learning.
ACE Impact Dashboard
NEWSee exactly how ACE helps you code. A redesigned project overview with a hero impact card showing how many times ACE assisted you, pattern reliability trends, and learning activity — all in human-friendly language.
- "ACE helped you 247 times" — clear value, not raw numbers
- Root cause analysis badge with 30-day trend sparkline
- Learning activity tracker with weekly pattern growth
- One-click CTAs: review patterns, share with team
Admin Analytics: Health & Search Tabs
NEWTwo new admin analytics tabs. Monitor pattern health across all organizations and track search performance with per-org metrics.
- Health tab: health score distribution, stale patterns, pruning stats
- Search tab: latency metrics, reranker/citation adoption, search volume
- Root cause coverage KPI in admin overview
- Exact reliability tiers with real-time data
Pattern Detail: "Why This Matters"
NEWEvery pattern now explains WHY it matters. See the root cause behind each pattern, what errors it prevents, how proven it is, and how often ACE uses it to help you code.
- Root cause explanation: "Why This Happens" with amber callout
- Error prevention: "What This Prevents" with visual badge
- Pattern strength bar: how well-validated across sessions
- Citation indicator: "Frequently used" / "Sometimes used"
Smart Search with Match Indicators
IMPROVEDSearch results now show WHY each pattern was returned. See match type badges, relevance bars, and root cause previews — powered by server-side match factors.
- Match badges: Meaning Match, Same Domain, Error Related, AI Ranked
- Relevance bar: High / Medium / Low visual indicator
- Root cause preview as subtitle on each result
- Reliability score replaces raw confidence numbers
Learning Trend Charts
NEWThree new visualizations in the project analytics tab showing your learning progress over time.
- Root cause & error prevention coverage over 30 days
- Reliability breakdown: high/medium/low confidence stacked area
- Learning & usage: patterns learned vs. times ACE helped
- Domain health pie chart with micro-domain alerts
Human-Friendly Dashboard Language
IMPROVEDThe entire dashboard now speaks human. No more jargon — "bullets" are "patterns", "harmful" is "unhelpful", "observations" is "times used". Based on a 3-specialist UX audit.
- "Patterns Learned" instead of "Total Bullets"
- "83% reliable" instead of "83% confidence"
- "Unhelpful" instead of "Harmful"
- Weekly digest banner with real weekly data from your usage
Referral Program
NEWShare ACE with friends and earn free perks. Your friend gets 20% off for 3 months, and you earn free add-on perks for each successful referral.
- Unique referral link in your dashboard
- Friends get 20% off for 3 months
- Earn free project slots or pattern boosts
- Choose your perk after each successful referral
Add-on Products
NEWExtend your ACE workspace with self-service add-ons. Need more project slots or pattern capacity? Add them instantly from your billing dashboard.
- Extra Project Slots — expand your workspace
- Pattern Boost 500 — more learning capacity
- Monthly or annual billing
- Manage directly from your billing dashboard
Billing Improvements
IMPROVEDA refreshed billing dashboard with full control over your payment details, tax information, and invoice settings — all without leaving ACE.
- Edit billing name, address, and tax ID
- Update payment method with Stripe Elements
- Custom invoice name for company billing
- Upgrade or downgrade plans seamlessly
More features coming soon. Stay tuned.