Agent Types
Each agent is a specialized worker with defined capabilities, resource budgets, and permission boundaries.
Search Agent
Discovers company websites, resolves domains, and identifies target organizations from minimal seed data.
Crawl Agent
Executes the 5-layer scraping hierarchy across discovered websites with per-company page budgets.
Browser Agent
Handles JavaScript-heavy pages via Playwright with singleton pool management and render budgets.
Contact Agent
Extracts decision-maker contacts using 4-method parsing: JSON-LD, team cards, heuristic proximity, and LinkedIn.
Social Agent
Discovers and links profiles across 8 social platforms with cross-platform identity resolution.
Validation Agent
Runs entity resolution, fuzzy dedup, confidence triangulation, and email verification on extracted data.
Orchestrator Agent
Manages the DAG scheduler, routes tasks to specialized agents, and makes recursive enrichment decisions.
DAG-Based Orchestration
The reactive DAG scheduler coordinates agents with dependency-aware execution. Agents run in parallel where dependencies allow.
Agent Governance
Permission Boundaries
Each agent type has defined capabilities and resource limits. Browser agents are budget-capped at 3 renders per company. Crawl agents enforce 15-page and 120-second limits.
Audit Logging
Every agent action is logged with trace IDs, timestamps, and correlation context. Full decision traceability from input to output.
Human-in-the-Loop
CAPTCHA detection triggers automatic stop and requires_manual flagging. Critical decisions surface for human review before proceeding.
Risk Classification
Operations are classified by blast radius. Destructive actions (data deletion, bulk operations) require explicit confirmation.
Frequently Asked Questions
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