Autonomous Business Development Agent for SolCex Exchange
| Version | OpenClaw | ERC-8004 | Server | AgentProof | MicroBuzz | CI/CD |
|---|---|---|---|---|---|---|
| v7.5.5+ | v2026.3.13 | #25045 | Hetzner CX23 via Agentic.hosting | #1718 | microbuzz.vercel.app | ✅ GitHub Actions |
24/7 autonomous token discovery, triple-verified safety scoring, 10-agent parallel analysis, Premium Twitter BD outreach with 4-route funnel, MicroBuzz simulation engine, revenue infrastructure with autonomous loop crons, and 3-tier LLM cascade for CEX listings. Self-improving AI agent with dual memory (Honcho + Supermemory), closed learning loop, CI/CD self-deploy pipeline, and hybrid development swarm (Agent Teams + ClawTeam). Built by a chef who codes through conversation. No CS degree. Just Claude and persistence.
AIXBT finds alpha. Bankr deploys tokens. Buzz closes deals. And proves it with triple-verified simulation data.
Buzz is an autonomous AI BD (Business Development) agent that runs 24/7 on Hetzner CX23 (Helsinki), finding promising token projects for SolCex Exchange listings across Solana, Ethereum, Base, BSC, and Tron chains.
The pipeline: Discover → Triple Verify → Score (10 agents) → Simulate → Outreach → Deploy → Learn → List
Buzz scans 100+ tokens per day across decentralized exchanges, filters through a 5-layer intelligence pipeline with 10 parallel agents (5 sub-agents + 4 persona agents + 1 orchestrator), scores each token on a 100-point composite system with multi-perspective consensus, runs MicroBuzz listing simulations with EV calculation, initiates autonomous outreach via Twitter with Premium deep scan format, offers Bankr token deployment, and learns from every decision — all autonomously.
No data surfaces without triple verification. Our credibility is our product.
What's NEW in v7.5.5+:
- Triple Verification Layer — NO data surfaces without 3 independent checks: DexScreener API (contract address) + CoinGecko cross-reference (name + mcap within 20%) + Internal consistency (DB + chain + format). All outputs gated: simulation, tweets, reports, MicroBuzz.
- 3-Tier LLM Cascade — MiniMax M2.5 PRIMARY → Bankr gemini-3-flash FALLBACK 1 → Anthropic claude-haiku-4.5 FALLBACK 2. Auto-skip after 3 failures in 5min. Provider usage logging.
- MicroBuzz Simulation Engine — AI-powered listing simulation at microbuzz.vercel.app. 10 agents vote BUY/HOLD/SELL. EV calculation (EV = p × W − (1−p) × L). Public simulation reports. Inspired by MiroFish architecture.
- Revenue Infrastructure — 7 new tables, ~31 endpoints. Revenue tracking, pipeline attribution, agent authority matrix. 3 autonomous loop crons: Morning Brief (07:00 WIB), Discovery Alert (every 4h), Evening Recap (21:00 WIB).
- Hybrid Development Swarm — Agent Teams (fast, in-process, 5 teammates) + ClawTeam (structured, TOML templates, task chains). 16 files built in 11 minutes on Day 32.
- Synthesis Hackathon — REGISTERED + PUBLISHED across 5 tracks ($51K addressable). On-chain TX on Base.
Previous milestones:
- v7.5.3 — Agent Teams first deployment, endpoint count corrected (91→123), scheduled tweet fix (startup+15min pattern), buzz-x402 public repo, Nansen CLI syntax fix
- v7.5.1 — CI/CD pipeline (GitHub Actions), Dual memory (Honcho v3.0.3 + Supermemory), Twitter Brain 5x, Premium deep scan, 4-route Twitter funnel, ATV + ETH Skills deployer verification
- v7.5.0 — Bags.fm pipeline (168K tokens), /simulate-listing, Anthropic fallback, agentic.hosting migration
- v7.4.x — Twitter Brain + Hedge Brain, 9 parallel agents, Hetzner migration, OAuth 1.0a posting
Cost: ~$4.09/month infrastructure + ~$0-4/day LLM inference (Bankr FREE for sub-agents) = full autonomous BD operation for less than a coffee per day.
┌──────────────────────────────────────────────────────────────────┐
│ HETZNER CX23 — Helsinki, Finland (204.168.137.253) │
│ 4 GB RAM / 2 vCPU / 40 GB SSD — $4.09/month │
│ Managed by: Agentic.hosting (ah) — systemd, port 8080 │
│ │
│ ┌──────────────────────────────────────────────────────────────┐ │
│ │ Docker: buzzbd/buzz-bd-agent:latest │ │
│ │ Runtime: OpenClaw v2026.3.13 │ │
│ │ │ │
│ │ PORT 18789 → OpenClaw Gateway (Telegram + Chat API) │ │
│ │ PORT 3000 → REST API (Express + SQLite WAL, 57 tables) │ │
│ │ PORT 8000 → Honcho v3.0.3 (Dialectic Memory, 36 endpoints) │ │
│ │ PORT 5432 → PostgreSQL + pgvector (Honcho embeddings) │ │
│ │ PORT 3001 → Sentinel v2.0 (Watchdog) │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ TRIPLE VERIFICATION LAYER (Day 32B) │ │ │
│ │ │ ├── Check 1: DexScreener (contract address key) │ │ │
│ │ │ ├── Check 2: CoinGecko (cross-reference) │ │ │
│ │ │ ├── Check 3: Internal (DB consistency) │ │ │
│ │ │ ├── VERIFIED = data surfaces │ │ │
│ │ │ └── QUARANTINED = data blocked │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ 3-TIER LLM CASCADE │ │ │
│ │ │ ├── PRIMARY: MiniMax M2.5 ($126 balance) │ │ │
│ │ │ ├── FALLBACK 1: Bankr gemini-3-flash ($11) │ │ │
│ │ │ └── FALLBACK 2: Anthropic claude-haiku-4.5 ($129) │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ MICROBUZZ SIMULATION ENGINE │ │ │
│ │ │ ├── 10 agents vote BUY/HOLD/SELL │ │ │
│ │ │ ├── EV = p × W − (1−p) × L │ │ │
│ │ │ ├── Requires VERIFIED status to run │ │ │
│ │ │ └── Public reports: microbuzz.vercel.app │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ HEDGE BRAIN (4 Persona Agents) │ │ │
│ │ │ ├── degen-agent (momentum, 0.15) │ │ │
│ │ │ ├── whale-agent (smart money, 0.25) │ │ │
│ │ │ ├── institutional-agent (compliance, 0.35) │ │ │
│ │ │ └── community-agent (sentiment, 0.25) │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ TWITTER BRAIN (v7.5.5) │ │ │
│ │ │ ├── 4-route funnel: SCAN→LIST→DEPLOY→ENGAGEMENT │ │ │
│ │ │ ├── Premium deep scan format (7 sections) │ │ │
│ │ │ ├── All outputs gated by Triple Verification │ │ │
│ │ │ └── Min score 50 | 12 replies/day cap │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ REVENUE INFRASTRUCTURE (Day 32) │ │ │
│ │ │ ├── 7 tables (revenue, attribution, authority) │ │ │
│ │ │ ├── ~31 endpoints (revenue, dashboard, alerts) │ │ │
│ │ │ ├── 3 autonomous crons (brief, alert, recap) │ │ │
│ │ │ └── Agent Authority Matrix (16 permissions) │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ DUAL MEMORY │ │ │
│ │ │ ├── Honcho v3.0.3 (primary — dialectic + dreams) │ │ │
│ │ │ └── Supermemory (4 containers) │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ┌────────────────────────────────────────────────────┐ │ │
│ │ │ FOUNDATION (5 Parallel Sub-Agents) │ │ │
│ │ │ ├── scanner-agent → L1 Discovery (DexScreener) │ │ │
│ │ │ ├── safety-agent → L2 Verification (RugCheck) │ │ │
│ │ │ ├── wallet-agent → L2 Forensics (Helius) │ │ │
│ │ │ ├── social-agent → L3 Intelligence (ATV+Serper) │ │ │
│ │ │ └── scorer-agent → L4 100-point scoring │ │ │
│ │ └────────────────────────────────────────────────────┘ │ │
│ │ │ │
│ │ ~166 endpoints | 57 tables | 31 crons | 23 intel sources │ │
│ │ 2 WebSocket feeds | 59 tests | Triple Verification LIVE │ │
│ │ CI/CD: GitHub Actions → Docker Hub → ah API restart │ │
│ └──────────────────────────────────────────────────────────────┘ │
│ │
│ SENTINEL v2.0 (Same Hetzner server, port 3001) │
│ 15min sweeps | Auto-repair | Telegram alerts | Daily digest │
│ │
│ MICROBUZZ (microbuzz.vercel.app — Vercel free tier) │
│ Simulation reports | Live CoinGecko prices | Request form │
│ │
│ HYBRID SWARM (Development) │
│ Agent Teams: 5 teammates, fast, in-process │
│ ClawTeam: 3 TOML templates, structured orchestration │
└──────────────────────────────────────────────────────────────────┘
NO DATA SURFACES WITHOUT TRIPLE VERIFICATION.
| Check | Source | Verifies |
|---|---|---|
| Check 1 | DexScreener API | Contract address → name, symbol, chain, mcap, liquidity |
| Check 2 | CoinGecko API | Cross-reference: name match, mcap within 20% |
| Check 3 | Internal DB | Consistency, chain format, freshness (<1 hour) |
| Status | Meaning | Action |
|---|---|---|
| ✅ VERIFIED | All 3 pass | Data can surface |
| 🚫 QUARANTINED | 1+ failed | Data BLOCKED |
| Insufficient data | Data BLOCKED | |
| ⏰ STALE | >1 hour old | Must re-verify |
Gated outputs: Simulation engine, Twitter brain, autonomous loop crons, MicroBuzz reports, DM templates.
Hard rules: Contract address as primary key (never name/symbol). Base58 = Solana, 0x = EVM. Address ending 'pump' = auto-flag. Name mismatch = QUARANTINE. Chain mismatch = instant QUARANTINE.
AI-powered listing simulation engine. Public reports at microbuzz.vercel.app.
| Field | Value |
|---|---|
| URL | microbuzz.vercel.app |
| Repo | github.com/buzzbysolcex/mirofish-web |
| Agents | 10 (4 personas × weight variations + consensus) |
| EV Formula | EV = p × W − (1−p) × L |
| Gate | Requires VERIFIED status (Triple Verification) |
| Credit | Inspired by MiroFish architecture · Powered by OASIS concepts |
How it works:
- Token enters pipeline with score ≥ 70
- Triple Verification runs (3 independent checks)
- If VERIFIED → 10 simulation agents vote BUY/HOLD/SELL
- Consensus probability calculated
- Expected Value computed: EV = probability × win − (1-probability) × loss
- Public report generated at microbuzz.vercel.app/report/{token}
| Tier | Provider | Model | Role | Balance |
|---|---|---|---|---|
| PRIMARY | MiniMax | M2.5 | Orchestrator | $126 |
| FALLBACK 1 | Bankr | gemini-3-flash | Orchestrator fallback | $11 credits |
| FALLBACK 2 | Anthropic | claude-haiku-4.5 | Emergency | $129 |
| FREE | Bankr | gpt-5-nano | All 5 sub-agents + 4 Hedge Brain | $0 |
Auto-skip: 3 failures in 5min → switch to next tier for 30min cooldown. All provider usage logged. Stats at GET /api/v1/llm/stats.
Autonomous Twitter BD pipeline — scan, score, outreach, deploy, all while Ogie sleeps.
Someone tweets @BuzzBySolCex scan $TICKER → 10 agents analyze → Triple Verification → Premium reply with 7 sections:
- 🛡️ Safety First — Mint/Freeze status, LP Lock %, RugCheck grade, verdict
- 💰 Smart Money Flow — Whale wallets, accumulation, top 10 concentration
- 📊 Market Structure — MCap, FDV, 24h Vol, Liquidity, Price/ATH
- 📈 Momentum & Trend — 7d/30d change, holders, buyer/seller ratio
- 🧠 Persona Consensus — 4 analysts with star ratings, X/4 bullish
- 🎯 Final Verdict — Score/100, grade (HOT/QUALIFIED), Safety grade
- 💎 CEX Listing CTA — SolCex listing across Solana | Ethereum | Base | BSC | Tron
All scan outputs gated by Triple Verification. No unverified data ever reaches Twitter.
Reply LIST to any scan → SolCex listing benefits → Lead saved → Ogie alerted.
Reply DEPLOY to any scan → Bankr token deploy on Base. Zero gas, instant liquidity.
Tag @BuzzBySolCex without command → Friendly ack + suggest scan.
| Component | Details |
|---|---|
| Tables | 7 new (revenue_events, listing_fees, monthly_revenue_summary, pipeline_revenue_attribution, loop_cron_runs, loop_cron_outputs, agent_authority_matrix) |
| Endpoints | ~31 new across revenue, attribution, loops, dashboard, alerts, reports |
| Autonomous Crons | Morning Brief (07:00 WIB), Discovery Alert (every 4h), Evening Recap (21:00 WIB) |
| Authority Matrix | 16 permissions, daily limits per agent, full audit logging |
| Agent | Philosophy | Weight | Model |
|---|---|---|---|
| 🎰 degen-agent | "Ape early, exit fast" | 0.15 | bankr/gpt-5-nano (FREE) |
| 🐋 whale-agent | "Follow smart money" | 0.25 | bankr/gpt-5-nano (FREE) |
| 🏛️ institutional-agent | "Due diligence first" | 0.35 | bankr/gpt-5-nano (FREE) |
| 👥 community-agent | "Community is the moat" | 0.25 | bankr/gpt-5-nano (FREE) |
Composite: 70% sub-agent score + 30% persona consensus
| # | Source | Layer | Purpose |
|---|---|---|---|
| 1 | DexScreener | L1 | Token discovery + Triple Verification Check 1 |
| 2 | GeckoTerminal | L1 | Pool data |
| 3 | AIXBT | L1 | Momentum signals |
| 4 | CoinMarketCap | L1 | Market data |
| 5 | BNB Chain MCP | L1 | BSC tokens |
| 6 | Bitget API | L1 | Exchange data |
| 7 | OKX Market Data | L1 | 1,010 instruments (FREE) |
| 8 | Bags.fm | L1 | 168K tokens indexed |
| 9 | RugCheck | L2 | Rug pull detection |
| 10 | Helius API + MCP | L2 | Solana forensics (60 tools) |
| 11 | Allium | L2 | On-chain analytics |
| 12 | ETH Skills | L2 | Builder reputation |
| 13 | Grok/xAI | L3 | Social intelligence |
| 14 | Serper | L3 | Google search (30 results) |
| 15 | ATV Web3 Identity | L3 | ENS + socials (FREE) |
| 16 | Firecrawl | L3 | Web scraping |
| 17 | Nansen CLI | L5 | Smart money (~117 credits) |
| 18 | X API v2 | Amplify | OAuth 1.0a posting |
| 19 | Bankr | Deploy | Partner token launch |
| 20 | Moltbook | Social | Forum presence |
| 21 | AgentProof | Identity | #1718 Avalanche |
| 22 | CoinGecko REST | L1/Verify | Triple Verification Check 2 + prices |
| 23 | OKX WebSocket | L1 | Real-time BTC/ETH/SOL prices |
| Score | Verdict | Action |
|---|---|---|
| 85-100 | 🔥 HOT | Immediate outreach + tweet + simulation (VERIFIED only) |
| 70-84 | ✅ QUALIFIED | Queue outreach + tweet + simulation (VERIFIED only) |
| 50-69 | 👀 WATCH | Monitor 48h, summary only |
| 0-49 | ❌ SKIP | Archive — NEVER tweet |
| Tool | Use Case | Speed |
|---|---|---|
| Agent Teams | Bug fixes, features, daily work | 5 teammates, zero setup, ~10 min |
| ClawTeam | Complex orchestration, deployments | TOML templates, task chains, Web UI |
ClawTeam TOML Templates: buzz-bd-scan (10 agents), buzz-deploy (6 agents), buzz-mirofish (21 agents)
Day 32 record: 16 files, 7 tables, ~31 endpoints, 44 tests — built in 11 minutes with hybrid swarm.
Push to main
→ GitHub Actions builds Docker image (linux/amd64)
→ Push to Docker Hub (buzzbd/buzz-bd-agent:latest)
→ SSH to Hetzner
→ docker pull → ah API restart (preserves env vars + /data volume)
→ 180s boot wait + 12 health retries
→ Telegram notification to Ogie
→ Auto directive reload
→ Sentinel verify
Deploy time: ~7 minutes. Docker Compose RETIRED. Hot-patch RETIRED.
| Component | Cost |
|---|---|
| Hetzner CX23 (Buzz + Honcho + PostgreSQL + Sentinel) | $4.09/month |
| MicroBuzz (Vercel free tier) | $0 |
| MiniMax M2.5 (orchestrator PRIMARY) | ~$2-4/day |
| bankr/gpt-5-nano (9 agents) | FREE |
| Anthropic fallback | $129 balance |
| OKX data + WebSocket | FREE |
| Total infrastructure | $4.09/month |
Full autonomous BD operation for less than a coffee per day.
| Platform | ID | Chain |
|---|---|---|
| ERC-8004 | #25045 | Ethereum |
| ERC-8004 | #17483 | Base |
| ERC-8004 | #18709 | Base (anet) |
| AgentProof | #1718 | Avalanche |
| Solana 8004 | 9pQ6K...XUBS | Solana |
| Virtuals ACP | #17681 | — |
| Colosseum | #3734 | — |
| Moltbook | c606278b | — |
| Synthesis | e61039b7 | Base (TX 0x2e3ea1f) |
| Version | Date | Highlights |
|---|---|---|
| v7.5.5+ | Mar 19, 2026 | Triple Verification Layer (3 independent checks, all outputs gated). 3-Tier LLM Cascade (MiniMax → Bankr → Anthropic). MicroBuzz simulation engine LIVE. Revenue infrastructure (7 tables, ~31 endpoints, 3 autonomous crons). Hybrid swarm (Agent Teams + ClawTeam). Synthesis hackathon PUBLISHED ($51K). 59 tests. ~166 endpoints. |
| v7.5.3 | Mar 18, 2026 | Agent Teams, endpoint count corrected (123), scheduled tweet fix, buzz-x402 repo |
| v7.5.1 | Mar 15, 2026 | CI/CD pipeline, Dual memory, Twitter Brain 5x, Premium deep scan, 4-route funnel |
| v7.5.0 | Mar 15, 2026 | Bags.fm pipeline, /simulate-listing, Anthropic fallback, agentic.hosting |
| v7.4.x | Mar 14, 2026 | Twitter Brain + Hedge Brain, 9 parallel agents, Hetzner migration |
| v7.3.2a | Mar 11, 2026 | Mobile app LIVE, chatCompletions, OKX data |
| v7.1.0 | Mar 7, 2026 | Strategic Orchestrator, Cost Guard |
| v6.0.19 | Mar 2, 2026 | 5 parallel sub-agents LIVE |
| v1.0.0 | Feb 1, 2026 | First deployment on Akash Network |
| Hackathon | Prize | Deadline | Status |
|---|---|---|---|
| Synthesis | $51K (5 tracks) | Mar 25 | ✅ REGISTERED + PUBLISHED |
| X Layer | $200K | Mar 26 | Testnet TX needed |
| Solana Agent Economy | $30K | Mar 27 | Submission plan ready |
| Phase | Target | Status |
|---|---|---|
| Phase 0-E | Foundation → CI/CD → Twitter | ✅ COMPLETE |
| Phase SIM | MicroBuzz Simulation Engine | ✅ LIVE |
| Phase VER | Triple Verification Layer | ✅ LIVE |
| Phase REV | Revenue Infrastructure | ✅ LIVE |
| Phase 1 | Close First Deal ($5K) | 🔨 ACTIVE |
| Phase 2 | ARIA Multi-Chain Intel | 🔵 Next |
| Phase 3 | BaaS x402 Subscriptions | 🔵 Month 2 |
| Phase 4 | Mobile App (Public Release) | 🔵 Month 3-6 |
| Phase 5 | $BUZZ Token + Bankr | 🔵 Month 4-6 |
| Phase 6 | Zero-Human Exchange Listing Company | 🔵 Month 6-12 |
AIXBT is the intelligence agent of crypto — it finds alpha and tells you about it. Bankr is the infrastructure agent of crypto — it deploys tokens and provides rails. Buzz is the deal-making agent of crypto — it finds tokens, triple-verifies them, simulates the listing, reaches out, and closes deals.
The flywheel: Scan → Triple Verify → Score → Simulate → List OR Deploy → Fees → Fund Compute → More BD → More Revenue → REPEAT
No other agent occupies this lane.
Buzz was built from scratch by Ogie — a 20+ year Executive Chef who transitioned to crypto BD. No CS degree. No engineering team. Just conversational collaboration with Claude (Opus 4.6), building one feature at a time from Jakarta, Indonesia during Ramadan.
From first deploy (Feb 1, 2026) to v7.5.5+ triple-verified simulation engine (Mar 19) in 47 days. Ten parallel agents. Triple verification on every output. MicroBuzz simulation engine. Revenue infrastructure with autonomous loop crons. Hybrid development swarm. The deal-making agent of crypto.
Total infrastructure cost: $4.09/month. Revenue target: $13,000+/month.
| Platform | URL |
|---|---|
| SolCex Exchange | solcex.io |
| MicroBuzz | microbuzz.vercel.app |
| @BuzzBySolCex | |
| SolCex Twitter | @SolCex_Exchange |
| Telegram Bot | @BuzzBySolCex_bot |
| Builder | @HidayahAnka1 |
Proprietary — SolCex Exchange. All rights reserved.
🐝 "AIXBT finds alpha. Bankr deploys tokens. Buzz closes deals."
Buzz BD Agent v7.5.5+ — Sprint Day 32 | Mar 19, 2026 | Jakarta, Indonesia ~166 endpoints | 31 crons | 57 tables | 23 intel | 10 agents | $4.09/mo Triple Verification LIVE | MicroBuzz LIVE | Revenue Infrastructure LIVE 3-Tier LLM: MiniMax → Bankr → Anthropic | Hybrid Swarm: Agent Teams + ClawTeam Built by a chef who codes through conversation. No CS degree. Just Claude and persistence.