An autonomous AI system that monitors, diagnoses, and fixes the platform in real time — while getting smarter with every cycle.
78
Automated Tests
Run on every fix before it ships
24/7
AI Monitoring
Errors captured the moment they occur
3
AI Models
NVIDIA · DeepSeek · Groq fallback
∞
Learning Cycles
Gets smarter with every approved fix
The moment anything goes wrong — a payout calculation, an auth flow, a referral chain — the AI captures it in real time with full context.
The AI reads the stack trace, identifies the exact file, classifies the error domain (payout, auth, support), and generates a targeted fix.
Before any fix touches production, it runs against 78 automated tests. One failure = the fix is reverted instantly. No broken code ever ships.
Passing fixes open a GitHub pull request. The team reviews from Telegram — /approve to merge, /reject to close. Every decision is logged.
Approved fixes teach the AI what works. Rejected fixes and test failures are remembered too — so the same wrong approach is never repeated.
Every payout calculation runs through domain-aware AI that knows the exact comp plan — L1, L2-7, educator pool, rank bonuses. If a bug touches payout logic, it's caught before it ever affects your earnings.
The 7-level referral system is tested on every deployment. Broken chains, miscalculated commissions, and inactive skips are all covered by the automated test suite.
The AI monitors the platform around the clock. When something breaks at 3am, it's diagnosed and a fix is queued — before most members even notice.
Every AI fix requires human approval before going live. This is an AI system that helps, not one that acts alone. You always have the final say — and /rollback if you ever need to undo.
All payouts settled on-chain. Non-custodial — your funds never touch our wallets.
No code change goes live without passing the full automated test suite.
Payout logic uses DeepSeek V3. General fixes use Kimi K2.5. Groq on standby as backup.
Every AI-generated change requires admin approval before merging. AI suggests, humans decide.
Payment Reliability Overhaul — Deposit Watcher, Admin Tools & Job Monitoring
2026-04-03
Blog Feature Test Coverage Added
2026-04-03
Public Blog Launched — Guides, Crypto Education & Platform News
2026-04-03
Payout System Hardening, Admin Breakdown View, Payout Monitor
2026-04-03
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