Features
RL environment creation and management
Agent simulation and execution
Verifier design to prevent reward hacking
Long-horizon coding benchmarks (SWE-Marathon)
Reward hacking detection and leaderboard
Task generation for continuous QA
Library reproduction tasks
Full-stack product clone benchmarks
Machine learning engineering (MLE) challenges
Dataset provision for RL training
Blog publication on agent safety research
Open-source tools (open_site.sh, read_article.sh)
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+
