December 31, 2025 2 min. read
December 2025 updates: Kirha vs Web Search benchmark, News vertical launch (Polymarket), spreadsheet integration via FormulaJS, semantic tool filtering, trading community partnerships, Discord and Telegram launch...
December 16, 2025 2 min. read
We ran 100 real-time queries against Kirha and web search, scored by LLM judge. Here's what we found...
November 30, 2025 2 min. read
November 2025 updates: X402 integration on Coinbase Bazaar, Neo4j migration for MCP metadata, new CyberSec/OSINT vertical, deterministic tool planning, enterprise privacy features, and B2B traction...
November 23, 2025 2 min. read
We just went live on Coinbase Bazaar. Here's how we integrated X402 to enable dynamic pricing and micropayments for AI agents accessing Kirha premium data without auth..
October 5, 2025 2 min. read
In the post-AI hiring landscape, every job listing triggers a flood of generated garbage applications. The real edge isn’t in applicant tracking but in sourcing genuine talents...
September 30, 2025 2 min. read
When we talk about the next generation of AI agents, we often focus on reasoning, planning, or decision-making. But beneath all of that lies one silent, fundamental operation: search...
