Zero-Human Exchange Listing Company
The world's first autonomous agent that discovers, scores, simulates, and proposes token listings — powered by 10,000-agent swarm intelligence across 19 chains, protected by the first AI Agent Immune System, armed with x402 micropayment rails on Base, and now defending against Recurrent-Depth Transformer attack surfaces no other tool covers.
Website • Free Score • Leaderboard • BuzzShield • API • Twitter
Buzz is an autonomous Business Development agent for SolCex Exchange. It runs 24/7, scanning 36 intelligence sources across 19 blockchain networks to discover, evaluate, and simulate token listings — with zero human intervention until the final approval.
What makes Buzz different: A 10,000-agent swarm intelligence engine (MiroFish, Wave 4 complete) simulates how degens, whales, institutions, communities, and market makers would react to a token listing. Combined with real-time Bitcoin mining intelligence, social narrative tracking via AIXBT, x402 micropayment rails on Base with Coinbase CDP facilitator, Discord intelligence channels, Pashov deep contract auditing, and the first AI Agent Immune System with cyberpunk tweet image cards — Buzz is the most complete autonomous BD stack in the ecosystem.
Built by a chef with 20+ years of culinary experience and zero CS degree, using conversational AI collaboration with Claude (Anthropic).
DISCOVER → SCORE → SIMULATE → VERIFY → OUTREACH → NEGOTIATE → LIST
↑ ↓
└──────────────── feedback loop (calibration) ───────────────┘
| Stage | What Happens |
|---|---|
| Discover | ARIA v2 scans DexScreener, CoinGecko, HeyAnon MCP across 19 chains |
| Pre-Screen | 4-probe analysis (chain fingerprint, signal count, source alignment, Ouroboros detection) |
| Score | 11 permanent rules, 8 penalty gates, dual-gate verification (max 100 points) |
| Forecast | TimesFM 2.5 predictive intelligence — volume/liquidity trend forecasting (Phase 0 live) |
| Monte Carlo | 1000 rule-based agents × 100 iterations in 26ms — statistical baseline |
| MiroFish | 10,000 agents (Wave 4) simulate market reaction across 5 clusters — emergent consensus |
| Verify | Triple verification (3 independent sources) + on-chain recording |
| Identity | ATV Web3 Identity — deployer verification via x402 micropayment |
| Outreach | Email-first autonomous BD — trust-gated, template-driven, dual-funnel |
| Guard | Wallet Guard (AION) — pre-execution governance with cryptographic receipts |
| Shield | BuzzShield V3 — AI Agent Immune System (4-layer defense + smart contract checklists + Pashov deep audit) |
| Broadcast | Tweet image cards — 1200x675 cyberpunk PNG on every scan reply to X |
| Propose | Only tokens scoring 70+ with MiroFish consensus > 50% get a listing conversation |
Born from surviving a North Korean state-actor supply chain attack (March 31, 2026). Every AI agent operating on-chain needs self-defense. Buzz built its own — and now broadcasts scan results as cyberpunk image cards directly to X.
Try it free: shield.buzzbd.ai
┌────────────────────────────────────────────────────────────────┐
│ BUZZSHIELD V3 │
│ AI Agent Immune System │
│ │
│ LAYER 0 — PATHOGEN DETECTION │
│ 23 drain patterns. 11 scoring rules. 1,044+ tokens scanned.│
│ Catches rugs, honeypots, wash trading before pipeline. │
│ │
│ LAYER 1 — PROMPT INJECTION DEFENSE │
│ @stackone/defender ML classifier (F1: 0.9079) │
│ Pattern detection (~1ms) + neural classification (~10ms) │
│ 17-tool risk map. Unicode normalization. Base64 detection. │
│ │
│ LAYER 2 — SUPPLY CHAIN IMMUNITY │
│ OSV.dev real-time dependency scanning (Intel Source #33) │
│ CycloneDX 1.5 SBOM generation │
│ Nightly autoDream scan + snapshot │
│ │
│ LAYER 3 — SMART CONTRACT CHECKLISTS (V3) │
│ Pre-deploy security gates for ERC-20, ERC-721, DeFi pools │
│ 12 ERC-20 checks (3 critical, 3 high, 4 medium, 2 low) │
│ Source: ETHSkills + BuzzShield research │
│ │
│ LAYER 4 — PASHOV DEEP AUDIT (LIVE Apr 21) │
│ Paid-tier deep contract analysis ($0.50 USDC via x402) │
│ bananas31 BSC regression: 3H/0M/0L, 325s, HIGH_RISK │
│ File-based queue: /data/pashov-queue/{inbox,outbox} │
│ PASHOV_ENABLED=true permanent │
│ │
│ TWEET IMAGE CARDS │
│ 1200x675 PNG generated server-side via node-canvas │
│ Left: Security Score gauge │
│ Middle: Security Checks list │
│ Right: BIG shield icon + SAFE/CAUTION/DANGER rating │
│ Bee logo embedded. X API v1.1 upload + v2 attach. │
│ Tag @BuzzBySolCex on any X Cashtag post → auto-scan card │
│ │
│ PUBLIC API — ~89ms scan time, no auth required │
│ DAPP — shield.buzzbd.ai (cyberpunk SOC, chain selector) │
│ CHECKLIST — api.buzzbd.ai/api/v1/shield/public/checklist │
└────────────────────────────────────────────────────────────────┘
Every major AI security tool scans inputs and outputs. None defend the silent latent space where modern reasoning happens. BuzzShield is the first immune system built for Recurrent-Depth Transformer architectures.
┌────────────────────────────────────────────────────────────────┐
│ RDT THREAT MODEL v1.0 — 30 CHECKLIST ITEMS │
│ │
│ DOMAIN 1 — LOOP INJECTION (8 items) │
│ Adversarial inputs compound across recurrence loops. │
│ A subtle prompt perturbation at depth 64 dominates output. │
│ │
│ DOMAIN 2 — OVERTHINKING EXPLOITATION (7 items) │
│ Force model past optimal depth → hallucination or DoS. │
│ Inference cost multiplied by loop count per request. │
│ │
│ DOMAIN 3 — EXPERT ROUTING MANIPULATION (8 items) │
│ Bypass safety-aligned shared experts in MoE architectures. │
│ Route traffic to less robustly trained specialists. │
│ │
│ DOMAIN 4 — SPECTRAL INSTABILITY (7 items) │
│ Exploit ρ(A) boundary conditions in looped inference. │
│ Open-source RDT deployments vulnerable by default. │
│ │
│ PREMIUM TIER: $5,000 RDT Architecture Audit │
│ References: Parcae, OpenMythos, Ouro/LoopLM, ACT │
└────────────────────────────────────────────────────────────────┘
Buzz operates as both buyer and seller in the x402 agent economy. Six premium endpoints accept USDC on Base via the Coinbase CDP facilitator. Zero API keys required — any agent pays per call.
┌────────────────────────────────────────────────────────────────┐
│ x402 PAYMENT ENDPOINTS │
│ Coinbase CDP Facilitator · Base Mainnet │
│ │
│ /premium/pipeline $0.01 Token scoring + chain data │
│ /premium/score $0.01 Verification scoring │
│ /premium/sim $0.01 MiroFish simulation │
│ /premium/mining $0.01 BTC mining pool intelligence │
│ /shield/scan $0.01 Threat detection │
│ /shield/audit/full $0.50 Pashov deep contract audit │
│ │
│ payTo: 0x2Dc0...5aA9 · USDC on Base · scheme: exact │
│ Bazaar discovery: extensions.bazaar on all endpoints │
│ 402index.io: 4/5 registered │
│ agentic.market: pending auto-index │
│ │
│ Agentic Wallet: 0x9E52...4636 (buyer side, $20 USDC) │
│ Budget: $1/day, $0.25/tx, human-approval gate │
└────────────────────────────────────────────────────────────────┘
Real-time intel pipeline from on-chain investigators and DeFi alert systems, triaged automatically into the BD pipeline.
| Channel Category | Channels | Status |
|---|---|---|
| OPS | daily-report, signal-stream, streak-alerts, shield-scans, sentinel-health, bd-hot-tokens, mining-pulse, tweet-approval-queue, kill-switch-log | LIVE |
| INTEL | zachxbt, lookonchain, defi-alerts, intel-raw, intel-triaged, intel-actioned | LIVE (3 active feeds) |
Dispatcher: event-driven, consuming feature_flag.flip + KILL_SWITCH + INTEL_ACTION_REQUIRED events. 5-min poll cadence on intel channels. Auto-triage with cross-reference against pipeline_tokens.
Buzz reads the Bitcoin network in real-time. No ASIC required — just data intelligence.
mempool.space → mining_snapshots → mining-analyzer → bitcoin-macro signals
↓
14 pools scored · PULSE 6c every 6h
Difficulty predictions · Hashprice economics
Pool concentration alerts · Fee market analysis
| Signal Type | Trigger | Beat |
|---|---|---|
| DIFFICULTY_PREDICTION | Retarget within 72h AND change >3% | bitcoin-macro |
| HASHRATE_SHIFT | Week-over-week change >5% | bitcoin-macro |
| POOL_CONCENTRATION | Top pool >30% OR top-3 >60% | bitcoin-macro |
| FEE_SPIKE | Fast fee >100 sat/vB OR mempool >50MB | bitcoin-macro |
| HASHPRICE_ALERT | Hashprice <$40 (stress) OR >$80 (profitable) | bitcoin-macro |
Social narrative tracking before it becomes noise.
@aixbt_agent (400+ KOL monitoring) → twitterapi.io scrape → PULSE 7c every 4h
↓
aixbt_signals table (sentiment, engagement, token mentions)
↓
autoDream Phase 15 → nightly digest → wiki synthesis
↓
Scoring modifier: BULLISH +3 to +7 | BEARISH -5 to -10
X Smart Cashtags launched April 14, 2026 — powered by Jupiter/Solana. Any $TICKER or contract address in a tweet now shows a live price chart. 550M users. No trust layer.
Buzz fills that gap:
- Tag
@BuzzBySolCexon any X Cashtag post - Buzz scans the contract in ~89ms
- Replies with a BuzzShield image card showing score + rating
- If score ≥70: enters BD pipeline automatically
The core differentiator. 10,000 AI agents across 4 waves simulate how the market would react to a token listing. Wave 4 complete.
┌──────────────────────────────────────────────────────┐
│ MIROFISH REAL SIM — WAVE 4 │
│ 10,000 AGENTS │
│ │
│ ARCHITECTURE │
│ 2,000 LLM agents (qwen3:8b real reasoning) │
│ 8,000 heuristic (market dynamics, rules) │
│ │
│ 5 CLUSTERS │
│ degen │ high conviction, narrative-driven │
│ whale │ size-aware, liquidity-sensitive │
│ institutional │ structural skeptic (emergent) │
│ community │ sentiment aggregator │
│ market_makers │ spread + liquidity dynamics │
│ │
│ Consensus EMERGES — it is not programmed. │
│ 10K results: 66.5% BULLISH, 0.665 institutional │
│ Key finding: institutional skepticism DEEPENS │
│ at scale — smart money stays skeptical. │
│ │
│ LLM cost: $0/day (Ollama qwen3:8b, fully local) │
│ Monte Carlo: 1,000 × 100 iterations in 26ms │
└──────────────────────────────────────────────────────┘
"1,044+ tokens scored. Zero passed the MiroFish consensus gate honestly. That's not a bug — that's integrity."
Building long-term GEO (Generative Engine Optimization) visibility through genuine community participation. Every helpful Reddit comment trains ChatGPT, Claude, and Perplexity on what "SolCex", "Buzz", and "BuzzShield" mean.
- Pre-write guard: 30-day rolling ratio enforcement (10% personal / 5% brand cap)
- Karma + age floors: graduated per action type
- Per-subreddit rules digests required before first engagement
- GEO Baseline: 2/3 (67%) — Claude mentions SolCex + BuzzShield; ChatGPT gap = highest-value target
| Metric | Value |
|---|---|
| Intelligence Sources | 36 (#34=mempool.space, #35=AIXBT, #36=X Cashtag) |
| Database Tables | 141 (was 125) |
| Wiki Pages | 140+ (Skill.BTC + security RDT pages) |
| Endpoints | ~200+ |
| Services | 27+ |
| Feature Flags | 68 active / 122 total (was 56) |
| autoDream Phases | 15 |
| PULSE Priorities | 7c (6b TimesFM, 6c Mining, 7c AIXBT) |
| x402 Endpoints | 6 (CDP facilitator, Bazaar discovery) |
| Rules | 18+ |
| Tokens Scored | 1,044+ |
| Smart Contracts | 4 on Base mainnet + 1 on Solana |
| MiroFish Agents | 10,000 (Wave 4 complete) |
| AIBTC Rank | ~20/200 (Ionic Nova, Day 19 streak) |
| Signal Revenue | ~$200 (AIBTC News) |
| Discord Channels | 15 (9 OPS + 6 INTEL) |
| LLM Cost | $0/day (Opus 4.7 Pro Max unlimited + Ollama local) |
| Server Cost | $43/month (Hetzner CPX62, 16 vCPU, 32GB RAM) |
Layer 1: CHAIN-NATIVE (deep, single-chain)
├── DexScreener — pairs, liquidity, security across 60+ chains
├── CoinGecko — aggregated price, MCap, volume
├── HeyAnon MCP — 19 chains, 51 protocols, Rug-O-Meter
└── Nansen MCP — 250M wallets, smart money flows
Layer 2: BITCOIN NETWORK INTELLIGENCE
├── mempool.space (#34) — Mining Intel Engine (hashrate, difficulty, pools, fees)
└── PULSE 6c every 6h → 5 signal types for bitcoin-macro beat
Layer 3: SOCIAL INTELLIGENCE
├── AIXBT Agent X (#35) — 400+ KOL monitoring via twitterapi.io
├── X Cashtag Momentum (#36) — Jupiter/Solana price data + social discovery
└── PULSE 7c every 4h → narrative signals → scoring modifier
Layer 4: SIMULATION (swarm intelligence)
├── MiroFish Real Sim — 10K agents (Wave 4), 5 clusters, emergent consensus
├── Monte Carlo Stage 2 — 1000 × 100 rule-based iterations, 26ms
└── Dual-Brain — Opus 4.7 + Ollama qwen3:8b
Layer 5: PREDICTION (time-series forecasting)
└── TimesFM 2.5 — Google Research 200M-param model (Phase 0 data collection)
Layer 6: ENRICHMENT (context, non-price)
├── gsd-browser — 63-command Rust CLI, declarative extraction
├── dev-browser — QuickJS sandbox, structured data extraction
└── Agentic Wallet x402 — buyer-side USDC on Base ($1/day budget)
Layer 7: IDENTITY & TRUST & SECURITY
├── ATV Web3 Identity — ENS + social resolution via x402
├── Wallet Guard (AION) — pre-execution governance, 3-state adapter
├── BuzzShield V3 — AI Agent Immune System (4-layer + checklists + Pashov)
├── Pre-Screen Analysis — 4-probe Ouroboros detection (OBLITERATUS pattern)
└── RDT Threat Model v1.0 — 30-item checklist for recurrent-depth agents (V5 draft)
Layer 8: KNOWLEDGE (persistent memory)
├── Skill.BTC Wiki — 140+ pages, 7+ categories, self-maintaining
└── autoDream — 15-phase nightly consolidation
Layer 9: EXECUTION (CEO-approved only)
├── HeyAnon MCP — swap, bridge, stake (19 chains)
└── Phantom MCP — wallet operations across SOL/ETH/BTC/SUI
Layer 10: DISTRIBUTION (multi-channel)
├── Discord Wave 1 — 15 channels (OPS + INTEL), event-driven dispatcher
├── Twitter/X — 7 OAuth keys, autonomous scan cards
├── Reddit — Phase 0 complete, pre-write guard, GEO visibility
└── x402 Bazaar — 6 endpoints, CDP facilitator, agentic.market pending
| Domain | Purpose | Status |
|---|---|---|
| buzzbd.ai | Main landing (v2.5 premium cyberpunk) | ✅ 200 OK |
| api.buzzbd.ai | Buzz API (6 x402 endpoints) | ✅ 200 OK |
| shield.buzzbd.ai | BuzzShield Scanner (Noah AI) | ✅ 200 OK |
| sentinel.buzzbd.ai | Sentinel health dashboard | ✅ 200 OK |
| dash.buzzbd.ai | MicroBuzz dashboard (Vercel) | ✅ 308 redirect |
| Competition | Deadline | Status | Prize |
|---|---|---|---|
| Cerebral Valley | Apr 27 | BuzzShield V5, virtual | $100K |
| Kite AI Global | May 6 | ETHSkills + x402 + RDT | Prize pool |
| Colosseum Frontier | May 11 | BuzzShield V3-V4, Agent #3734 | Prize pool |
| OKX Build X Season 2 | Judging | Submitted Apr 15 | 60K USDT |
| Player Coach DRI #487 | Open | Audition live | 75K sats/day |
Day 1: A chef in Saudi Arabia who'd never written code. Day 7: First API deployed on Akash Network. Day 14: 5 sub-agents scoring tokens. Day 21: Migrated to Hetzner. Killed all external LLMs ($1,320/day → $0). Day 28: First smart contract on Base mainnet. Day 35: Scoring engine calibrated. 0 out of 254 tokens pass honestly. Day 42: 4 contracts. ARIA v2. 10,000-agent MiroFish simulation (Wave 4). $200 signal revenue. Day 44: Outreach automation live. Wallet Guard integration. Day 47: BuzzShield Phase 1. Born from surviving a nation-state attack. Day 52: BuzzShield V2 — prompt injection defense + supply chain scanning + SBOM. Day 52: Karpathy LLM Wiki deployed. Self-maintaining compound knowledge. Day 55: BuzzShield V3 — smart contract checklists. shield.buzzbd.ai live. Day 55: TimesFM Phase 0 — predictive intelligence data collection begins. Day 58: Mining Intel Engine + AIXBT Intel + X Cashtag + Tweet Image Cards. Day 58: Pre-Screen Analysis — Ouroboros detection before every scoring run. Day 62: v3.1-FINAL doctrine activated. Reddit Phase 0 complete. Day 63: Phase 3 recovery — 6 missing files fixed, production current. Day 63: Discord Wave 1 — 15 channels, 3 intel feeds, event-driven dispatcher. Day 63: Pashov deep audit — ENABLED=true permanent, paid tier live. Day 63: x402 CDP facilitator — 6 endpoints, Bazaar discovery, 402index.io. Day 63: Agentic Wallet — $20 USDC on Base, buyer-side x402 active. Day 63: 4 AIBTC signals filed in one day — streak + 2 corrections + macro. Day 63: RDT Threat Model v1.0 — 30-item checklist for BuzzShield V5. Day 63: 141 tables. 68 flags. 1,044+ tokens scored. 6 GHA deploys. Zero downtime.
No CS degree. No VC. No team. Just persistence.
| Resource | URL |
|---|---|
| Website | buzzbd.ai |
| Free Score | buzzbd.ai/score |
| Public Leaderboard | buzzbd.ai/scores |
| BuzzShield dApp | shield.buzzbd.ai |
| BuzzShield API | api.buzzbd.ai/api/v1/shield/public/scan |
| Smart Contract Checklists | api.buzzbd.ai/api/v1/shield/public/checklist |
| Mining Dashboard | api.buzzbd.ai/api/v1/mining/snapshot |
| Signal Performance | api.buzzbd.ai/api/v1/signals/performance |
| x402 Pipeline | api.buzzbd.ai/api/v1/premium/pipeline |
| x402 Mining | api.buzzbd.ai/api/v1/premium/mining |
| Skills Discovery | buzzbd.ai/.well-known/skills/ |
| API | api.buzzbd.ai |
| @BuzzBySolCex | |
| Builder | @HidayahAnka1 |
| SolCex Exchange | @SolCex_Exchange |
Built by a chef. Powered by Claude. Simulated by 10,000 agents. Protected by its own immune system. Paid by x402. Cards on every tweet.
Mise en place — everything in its place before the service begins.
v9.5 | Apr 21, 2026 | 36 Intel Sources | 4 Contracts | 19 Chains | 10,000 Agents | 27+ Services | 141 Tables | 68/122 Flags | 140+ Wiki | 6 x402 Endpoints | $0/day LLM | Discord Wave 1 | Pashov LIVE | RDT Threat Model