Zero-ticket workflows, sovereign JSONL training, and clearance-level audit trails.
spAIder · core
The Five Pillars
Infrastructure, not another wrapper.
Five guarantees that turn generative agents into auditable, deployable, regulator-ready production systems.
Zero-Ticket Swarm Intelligence
Agents communicate through the shared neural graph. Context propagates without JIRA, Slack handoffs, or human forms — engineering velocity decouples from people-throughput.
>120KB Cost Moat
Graph-resolved context replaces brute-force token stuffing. SpAIder ships ~5 KB where standard RAG ships ~125 KB — ~22× cheaper at production scale.
Sovereign Data Factory
Export the live graph as JSONL to fine-tune Llama 3 or Mistral inside your VPC. Training data never leaves your perimeter.
Compliance & Audit
Clearance-level RBAC, deterministic Kafka event replay, per-edge provenance. SOC 2, FedRAMP, FINRA-ready out of the box.
MCP-Native
Drop into Cursor, Claude Code, or Windsurf with a four-line MCP config. Zero wrappers, zero vendor lock-in.
{
"mcpServers": {
"spaider": {
"command": "spaider-mcp",
"args": ["--port", "8080"]
}
}
}Under the Hood
The 3-Tier Cognitive Architecture.
For Chief Architects and ML leads: the exact mechanisms keeping SpAIder out of the “RAG wrapper” category.
Tier 2 · Synthesis Ensemble
The synthesis ensemble doesn't rank — it attacks.
Passive retrieval is dangerous. Our Tier 2 Ensemble doesn't just rank candidates, it attacks them. Validator-Mode acts as an aggressive critic — it defaults to a high score and systematically deducts on a strict 4-rule rubric: Hallucination, Factual Drift, Missed Multi-Hop, and Logical Contradiction.