clawdbot-workspace/memory/2026-02-18-pipeline.md

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# 2026-02-18 — Pipeline Day Summary
## Upwork Email Pipeline (24/7 operation)
- **185+ emails processed** throughout the day (processed.json)
- Gmail Pub/Sub push notifications firing frequently (many false positives — same emails re-notified)
- Strategy: let 30-min cron handle batches, only spawn sub-agents for genuine gaps
- Connects: started ~19, briefly showed 52 (deep scan found more), ended ~14
## Hot Leads Found (Score 80+)
- **[88] OpenClaw Expert** — slam dunk, we ARE the experts
- **[85] AI Automation Coach for 100+ Person Agency** — Claude Code + OpenClaw coaching
- **[85] Local AI Engineer: Build 3 Autonomous Agents on Mac mini** — $208K client, 4.97 stars, 3-6 months. DREAM MATCH. Cover letter posted to #pipeline, needs manual apply (Cloudflare blocks auto-apply)
- **[83] Senior AI Systems Engineer Ollama / Multi-Agent / RAG** — $65K client, 4.96 stars
- **[83] OpenClaw AI Bot Building** — $10K fixed, Canada client
- **[82] Law Firm Automation** — $90K+ spent A-tier client
## Lukewarm Leads (60-79)
- Voice AI Engineer LiveKit STT Optimization (75)
- Full Stack Developer — 5.0 stars, $81K client (75)
- ML/LLM job (from 9:14 AM cron)
- AI Bot Developer — 5.0 stars, $17K spent (78)
- Several others posted to scouting
## Skipped (correctly)
- Many low-rate jobs ($10-35/hr range)
- Home Health Software (wrong niche)
- Airtable CRM for $10 fixed
- Senior Agentic AI Engineer (C#/.NET mismatch + low connects)
- Various others below $50/hr threshold
## Other Cron Activity
- Edtech intel: LSAC killing remote LSAT (10/10 story), 5 items posted
- Competitor intel: Blueprint responding to LSAT changes, 7Sage overhauling explanations
- Mixed-use entertainment: Aloha Stadium (HI) hot lead, Filmology Labs (NJ) $250M
- MCP pipeline: 37 active MCPs, 6 at Stage 19
- OSKV coaching: correctly paused all 3 check-ins (morning/midday/evening)
- Deep scan at 4PM found 19 new jobs including 3 hot leads
## Action Items for Jake
- **Manual apply needed:** Local AI Engineer Mac mini (85), OpenClaw Expert (88), AI Automation Coach (85)
- Connects running low (~14) — may need to buy more
- Nicholai repo reminder still active (daily since Feb 10)