Engineers on my team started shipping 40x faster once they picked up AI coding agents. I'm the PM I already didn't have enough hours in the day, and once that happened the bottleneck flipped onto me: my job was never writing code, it's making sure they build the right thing, and there was no way I could keep up with that pace by hand. There's a ton of tooling thought through for the engineer side of this shift. Almost nothing built for the PM side the surface to actually feed an agent what matters just didn't exist.
So I built Atisbo to solve that for myself. I'm a PM and I was tired of the operational work of maintaining a backlog by hand I built something to do it for me, so my agent could work alongside me instead of me being the thing slowing it down. It turned into a context layer: user feedback, sales calls, support tickets all get synthesized and grouped by actual root problem, not by whoever filed the ticket first. Instead of a doc I have to keep rewriting, it's built to be read directly by coding agents over MCP.
Who it's for: PMs already shipping with AI coding agents (Claude Code, Cursor) who are still doing Product Ops by hand rebuilding "what's actually going on" from scratch before every decision.
The number that convinced me to keep building it: it cut about 18 hours a week of that reconstruction work off my own plate. And watching teams that pair a PM with a strong product culture, decisions and shipped fixes moved roughly 7x faster than the same PM working alone with Claude Code and no context layer feeding it same agent, same PM skill, just missing the "why" behind what to build.
I'm a student, a passionate coder, and honestly a big fan of finance.
My first real experience with finance was through trading. But as I started learning more, I realised that I wanted to understand what was actually happening inside a company not just learn formulas or definitions.
I'm Tony, founder of WEM. We launched today and I'd love your honest take.
The problem: Online prices in the UK are a mess. The same product is 20 cheaper one tab over, "sale" prices are often fake, and price-tracking tools make you do the work. I got tired of manually checking 5 retailers before every purchase.
What WEM does: It's a free Chrome extension that sits quietly in the background. When you're on a product page, it instantly compares prices across UK retailers and tells you:
Founders get lost in the day-to-day. You're shipping, posting, emailing, calling and weeks go by without stepping back to see what's actually moving your business. Vantage gives you that step back.
Write what happened this week in plain text. It extracts your actions and metrics, tracks them over time, and shows you which of your habits are driving growth across weeks, not just today. The longer you use it, the clearer the picture gets.
