The AI layer for product decisions.
Compass helps product teams turn scattered feedback into clear priorities, roadmaps, and PRDs.compass-iota-tan.vercel.app Toronto, OntarioJoined March 2026
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
images.nvidia.com/pdf/Open-Weigh…
Forex traders do not just need protection. They need discipline.
TradeNRisk helps protect capital while training better trading habits and stronger psychology, so traders can spend more time on strategy and trade planning instead of over-risking.
tradenrisk.com#Forex
Toronto/GTA local service businesses usually do not have a lead problem only. They often have a follow-up gap.
I am building a 24/7 missed-lead recovery system for missed calls, DMs, and quote requests.
Outcome I care about: faster response, cleaner handoff, fewer interested people going cold.
Just applied to YC @ycombinator with PropertyOpsAI
Building Al agents for property management ops - starting with maintenance coordination.
More units. Faster responses. Less manual coordination.
@garrytan@t_blom@aaron_epstein
Just applied to YC @ycombinator with PropertyOpsAI
Building Al agents for property management ops - starting with maintenance coordination.
More units. Faster responses. Less manual coordination.
@garrytan@t_blom@aaron_epstein
A useful AI agent stack is boring:
1. clear trigger
2. tool permissions
3. memory/data store
4. evals or test cases
5. logs humans can read
6. fallback path when it fails
The demo is easy. The operating system around it is the product.
Most PMs build based on opinions.
Compass analyzes customer feedback, support tickets, and market signals to tell you what users actually want.
AI-powered product intelligence for modern teams.
compass-iota-tan.vercel.app
PMs spend thousands of hours reading:
• support tickets
• customer calls
• feature requests
• Reddit threads
• Jira tickets
…just to figure out what to build next.
So I built Compass.
Upload all your product data → AI tells you:
• what users actually want
• what features matter most
• what competitors are missing
• what to prioritize next
Basically Cursor for Product Managers.
compass-iota-tan.vercel.app
101 Followers 189 FollowingFounding AI @ Cadrian | CS @ UPenn
Follow for Agents, real time control systems, startups and beyond
All intrusive thoughts are mine :)
8K Followers 857 Following19, Software Team Lead @AvenueTicketHQ, 1M+ monthly visits. Building software for startups. Ex https://t.co/zHO1fpK3Xp @KeizerHQ @tap_invest
193K Followers 12 FollowingOpening up a world of opportunity for our customers, investors, ourselves and the planet. For support, our local handles are happy to help.
9K Followers 814 FollowingWorking 14h every day until I can retire my parents • Bootstrapping https://t.co/CGuuLPvYgB to $100k MRR • Build mobile apps in days: https://t.co/l7XMLyTLpi ($22k)
77K Followers 29 FollowingExploring AI. Building https://t.co/gwRo8csX09, prev @standardnotes. Yapping at https://t.co/u4shE4rsur and https://t.co/sTHEGWpAoB.