Blog
Updates on Forge, and what we're learning as we build it.
A real tester thought Forge was the whole tool. That's on us, not them.
Forge 1.24.0: why a tester's honest confusion about what Forge actually does led to a role-clarity fix, a new console that shows exactly what Claude Code and Forge are telling each other, and a batch of real reliability fixes found the same way.
The bug that stayed silent even after we made it 200 times faster
A real debugging story: a performance fix that was genuinely correct still wasn't enough, because something else was quietly killing the result before it could ever arrive.
The bug we only found by closing Forge and opening it again
A real bug from testing Forge on a second machine, why it happened, how we fixed it, and where Forge actually stands right now before it goes to real testers.
The install screen we could never actually test — until tonight
Since the day it was built, Forge's own first-run install screen had never once been clicked through by anything but a real human. Here's what one overnight session found once we could finally see it, and everything else we fixed along the way.
28 out of 28 tests passed. The feature didn't work at all.
We built a new Forge capability tonight, tested it thoroughly, and shipped code that would have silently done nothing for every real user. Here's how a whole-branch review caught what per-file review couldn't.
We audited Forge's own pipeline. Here's what we found.
Forge writes code in planning, coding, and review steps. We checked each step against what it actually does, not what we assumed it does. Two of the gaps were bigger than we expected.
What we learned from 1,594 AI-generated tickets
Our swarm processed over a thousand tasks this week. 87% of them silently vanished. Here's what happened, what we fixed, and what it taught us about building reliable AI systems.
We just opened the site — here's exactly where things stand
Axonris Forge is live at this address for the first time. Here's what's real today, what's still being tested, and how to follow along as we build.
A new look: Molten Forge
Why we rebuilt the Axonris Forge site's visual identity from the ground up — and what actually changed.
Introducing Axonris Forge
A free, local AI for Windows that helps you start a project when you don't yet know what you're doing — no subscription required.