Engineers
Build exactly what was asked. No guessing.
- Link specs to user evidence
- Agent-ready structured specs
Raw feedback in. Structured specs out. Nothing lost in translation.
Settings page: 73% drop-off rate before completing changes
Analytics Q4"I can't find where to change my password — been looking for 5 min"
Interview #14Save button unresponsive on mobile Safari — 12 reports
Zendesk+ 2 more items
Redesign account settings flow to reduce user friction and drop-off
"We surrender to reality, not intuition. Our goal is to reduce checkout friction by 20% this quarter by fixing mobile pain points."
Vibe coding is fast, but fragile. Pathmode brings Intent Engineering to your product workflow—bridging the gap between user reality and agent execution.
Don't fill your backlog with guesses. Paste support tickets, user quotes, and research findings directly into your Evidence Board. Let actual friction drive your roadmap.
Stop starting from a blank page. Pathmode clusters your evidence, detects friction patterns, and synthesizes structured intent specs for you to review and accept.
Generate precise instructions that Linear, Jira, and AI coding agents can act on immediately. Every spec includes objectives, outcomes, and edge cases.
Every intent is linked back to the original evidence. Verify you solved the actual problem, not just closed the ticket.

Stop wasting engineering cycles on features that don't solve the core problem.
Give your AI agents and engineers the context they need to code one-shot.
Whether you ship via Linear or let AI agents do the coding—Pathmode provides the structured intent both need.

Build exactly what was asked. No guessing.
Know your features solved the problem. Verify which shipped features actually moved the needle.
See your research survive to production. Turn insights into requirements.
Your data is protected with industry-standard security measures. AES-256 encryption, SOC2 compliance, and strict access controls.
Visit our Trust CenterInsights on intent engineering, agentic workflows, and the future of product development.
Turn friction into features today.