01 / INPUT
Customer signals
Feedback, calls, tickets, behavior
AI UPGRADES FOR SOFTWARE TEAMS
Choose a capability. Connect the tools your product and engineering people already use. Furnace coordinates the loop and keeps its evidence visible.
KEEP YOUR STACK
01 / CHOOSE YOUR UPGRADE
These four playbooks are available to evaluate in Furnace. Each connects to what you keep and exposes the evidence its current path can produce.
PRODUCT FEEDBACK
Move a real signal from capture to spec to review, with the original evidence still attached.
CONNECTS
Feedback, Specs
MONITORS FROM LIVE STATE
Signals captured, signals promoted, linked work completed
OWNED OUTCOME
A visible path from user pain to shipped change
SWIPE TO INSPECT →
02 / MULTIPLAYER BY DEFAULT
Built for software teams with a product person and a developer. Each capability carries customer intent into execution, then brings engineering proof back to product.
PRODUCT
Customer signals + product judgment
FURNACE
Shared capability
One inspectable context and outcome trail
ENGINEERING
Code constraints + review proof
03 / WHY UPGRADE
The missing capability is rarely another coding model. It is the layer that turns messy intent into ready work, routes it safely, and brings back proof without creating review archaeology.
04 / KEEP YOUR STACK
Connect supported tools your team already uses. Available accounts, actions, and sync depth vary by app. No migration required.
CONNECTED APP CATALOG POWERED BY COMPOSIO
05 / HOW IT FITS
No migration. Choose from the supported models and runners for each capability. Furnace fills the gaps between intent, execution, and proof.
FEEDBACK → SPEC
Cluster product feedback from supported sources, then promote a validated signal into a spec with its evidence attached.
↗SPEC → LINKED WORK
Turn a spec into linked tickets. Let Furnace or your MCP agent claim ready work and return review evidence.
↗WORK → REVIEW
See before and after behavior, checks, acceptance criteria, pull requests, previews, and human review steps in one place.
↗06 / CONTROL
Your trackers, repositories, models, and agents stay in place.
Decide what moves on its own, what needs approval, and where the factory stops.
Connected paths expose their milestones. Executed work can return checks, artifacts, and a reviewable outcome.
START WITH ONE GAP
Bring one gap in the product and engineering loop. We'll map the smallest complete upgrade.