Know what to build.
Ship the right thing.
AI agents build whatever you tell them. Pathmode turns raw user feedback into evidence-backed intent specs, so Claude Code, Cursor, and Codex get context they can actually execute.
Read our manifesto: The Vibe Coding Hangover →
01 · Capture
Stop filing insights into the void.
Research dies in PDFs. Feedback dies in Notion pages. Pathmode turns raw signals — support tickets, quotes, observations, metrics — into structured Evidence Items that drive what gets built.
- Evidence Board: Paste raw feedback — tickets, quotes, observations, metrics — and AI classifies it by type and severity automatically.
- Products: Organize evidence by product area. Each Product carries a manifest — vision, constraints, principles — so AI suggestions stay aligned.
73% drop-off on settings page
"Can't find where to change my password"
Save button unresponsive on mobile Safari
6/8 participants struggled to find preferences
Avg time to complete: 4.2 min (target: <1 min)
"Let me see my info without logging in"
02 · Synthesize
Don't write specs. Compile them from evidence.
Stop staring at a blank PRD. Paste evidence into a Product and Pathmode synthesizes intent specs with confidence scores, severity ranking, and direct links to the evidence that drove every decision.
- Intent Synthesis:AI clusters evidence into actionable intents with confidence scores — review and edit, don't start from scratch.
- Evidence-Backed: Defend every line of the spec with linked evidence. Click a requirement, see the user quote it came from.
Can't complete purchase on mobile
User reports that the payment button is unresponsive on iOS Safari. Tried clearing cache, same issue. This is the 5th report this week.
Users prefer the new nav
Actually wait — 6/8 participants struggled with the dropdown. Need to revisit this. @Jake thoughts?
"I just want to see my order status without logging in every single time. Why is this so hard?"
Pricing page shows wrong currency
Multiple reports from EU users. Prices show USD despite locale being set to DE. Unclear if this is a frontend or API issue.
Dashboard data doesn't match reports
Enterprise customer threatening to churn. Revenue numbers on dashboard are off by ~15% compared to exported CSV.
P3 abandoned the task after 4 minutes. Said "I don't understand what this button does." This is our primary CTA.
const spec = await pathmode.getIntent('INT-0042');
// Agent receives structured context + linked evidence
expect(spec.objective).toBeDefined();
expect(spec.outcomes.length).toBeGreaterThan(0);
expect(spec.edgeCases.length).toBeGreaterThan(0);
expect(spec.evidence.length).toBeGreaterThan(0);
{
"objective": "Redesign account settings flow",
"problemSeverity": "critical",
"outcomes": [
"Drop-off rate below 30%",
"Password change in <3 clicks",
"Save confirmation on all devices"
],
"evidence": "5 items (3 friction, 1 quote, 1 metric)"
}
03 · Ship
Give your agents the spec, not the prompt.
AI agents implement whatever you tell them. Pathmode gives every spec testable outcomes, edge cases, and linked evidence — so agents start with context instead of guesswork, with fewer wrong turns.
- Agent-Ready: Export full context — manifest, intent, evidence — to Claude Code, Cursor, and Codex via MCP. Agents start with everything they need to ask fewer follow-up questions.
- Traceability: Every requirement links to the user signal it came from. Reviewers see the spec and the evidence side by side.
04 · Verify
Close the loop against the why.
Shipping isn't the end. Trace the shipped change back to the evidence and outcomes that justified it, so the team can confirm the problem actually moved, and each cycle feeds the next.
- Findings write back:When a build contradicts the spec, the agent records a finding, what the spec assumed versus what the build revealed. It rides into the next agent's prompt and can flip a verification check to failing, so the spec converges instead of repeating a dead premise.
- Outcome verification: Every intent carries measurable outcomes. After ship, check them against the original evidence without starting a new discovery cycle.
- Discovery compounds:Each shipped feature changes how users behave. Pathmode captures that as the next cycle's evidence — discovery and delivery feed each other, release after release.
New evidence collected — feeds next cycle
Don’t take our word for it
Still not sure Pathmode fits? Ask an AI you already trust.
Click a button and your AI of choice opens with the question pre-filled — what Pathmode does, who it’s for, and whether it’s right for your team. Answered in its words, sources and all. Not ours.
Opens a new tab in your chosen AI with the question ready to send.
Ready to ship what matters?
Stop telling AI what to build with vibes. Tell it with evidence.
Real inputs, real specs, real hand-offs — by role and workflow.