RAVENIntel
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Intelligence Findings

7 deep-dive reports with full sourcing and action recommendations

ChromaDB Vector Database
MINE FOR PATTERNS

2026-03-06

Prototyping-grade vector DB with critical concurrent load failures. Best for rapid POC, not production.

Vector DBRAGArchitecture
LanceDB Vector Database
ADOPT

2026-03-06

Disk-first embedded vector DB with native hybrid search, zero RAM ceiling, and 700M vectors in production.

Vector DBRAGArchitecture
Cloudflare AI Agent Infrastructure Stack
STRATEGIC

2026-02-25

Cloudflare building alternative to Google discovery pipeline: Markdown for Agents, AI Index, x402 monetization.

AI DiscoveryMonetizationInfrastructure
PBN Hosting Infrastructure
DONE

2026-02-28

30+ hosting providers profiled for IP/ASN/nameserver diversity. Optimal 50-site PBN at $225-275/month.

Link BuildingPBNInfrastructure
Multilogin X Proxy Infrastructure
DONE

2026-03-09

ISP proxies are the optimal middle ground for 300+ GMB profiles. Achievable at $90-112/month.

GMBInfrastructureProxy
OpenClaw Architecture Intelligence
DONE

2026-03

Multi-channel AI agent gateway. 4-layer execution pipeline, dual memory backend, WebSocket Protocol v3.

InfrastructureArchitectureAgent Gateway
Cognee + Graphiti Memory Evaluation
ADOPT

2026-03-07

Cognee = document pipeline. Graphiti = interaction memory. Graphiti+Kuzu replaces Zep Cloud at zero cost.

Agent MemoryKnowledge GraphArchitecture