... final answer and checks whether the available evidence actually supports the claims being produced. If support is insufficient, it can fail closed. I recently ran the same frozen black-box protocol against: AletheionAGI Guardrails AI NVIDIA NeMo Guardrails Patronus Lynx Final observed results: AletheionAGI 9 PASS 0 FAIL 1 SKIPPED 0 ERROR Guardrails AI 4 PASS 2 FAIL 4 SKIPPED 0 ERROR NVIDIA NeMo Guardrails 5 PASS 2 FAIL 3 SKIPPED 0 ERROR Patronus Lynx

... spent years watching talented people waste hours moving information between emails, spreadsheets, CRMs, documents, calendars, and internal systems. That s when I started developing Lynx OS. Lynx

... others as well! Comment from Gaurav Singh(@gaurav_singh91): Building: adextract - one MCP server that connects AI agents to ad libraries (Meta, TikTok, LinkedIn, and more) For: Claude power users and AI agent builders who need programmatic access to competitor ad data Hardest part right now: Every ad library is a different silo with no API. The scrapers that exist break on every DOM change. Making a single endpoint that survives layout shifts across four platforms while returning clean structured ... ... Have you found that early customers care more about speed gains or about creative control over what the AI surfaces? That answer usually shapes the entire roadmap. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative

... people! We released a couple of weeks ago our app Lynx for monday.com , our app lets you link/share items across boards and keep selected columns in sync both ways, manually and automatically. A new version of our monday marketplace app that adds automations to make item sharing/linking easier, including templates of how to link items between boards and bulk actions for quick initial setup was just released and I wanted to post it here as well in case there ... ... automation.  When a project hits Ready to invoice, an automation links it into both boards linking billing fields to a Invoices/Payments board, and linking to the approvals/PO collection/follow-ups Finance Tasks board. We plan to add other functionalities to Lynx