Features
Full agent tracing: every tool call, LLM hop, decision branch
One-line instrumentation for major agent frameworks
Works with any LLM provider out of the box
SOTA uncertainty detection over long trajectories
LLM-as-judge scoring with structured feedback
Session-level evaluation (not just isolated traces)
Automated monitoring with scheduled eval runs
Alerting on metric regressions across agent versions
PandaProbe Skill for coding agents (Claude Code, Cursor, Codex)
PandaProbe CLI for terminal-based trace/eval management
Open-source self-hosting (Apache 2.0)
Data retention management (Startup+ tiers)
Custom SSO (Enterprise tier)
Pay-as-you-go overages beyond included quotas
Access 100+ data providers for firmographics, technographics, funding
Live intent signals: job changes, funding, hiring, website visits
AI research agents for deep company and competitor analysis
Built-in AI sequencer for multi-channel outreach with warmup
Native email sending with automated warmup
Lead scoring based on propensity to buy
Local business search from Google Maps with import
Enriched LinkedIn posts, company details, and mobile numbers
HTTP API and webhooks for custom integrations
CRM sync with HubSpot and Salesforce (Pro+)
Credit-based system: 1 credit per email, 10 credits per phone
Unlimited users on all paid plans
Web scrapers for custom data extraction
Company Lookalike Finder (Growth+)
ABM (Account-Based Marketing) on Pro+
