Agents

Guide incidents and repeated failures through root-cause diagnosis before fixes or retries.

Convert product goals into premium frontend implementation direction for landing pages, dashboards, and app screens.

Produce structured browser QA evidence for web flows, landing pages, and app screens.

Generate clear visual direction briefs for landing pages, ads, app screens, decks, and campaign assets.

Research Context Management helps agents run long, evidence-heavy research without losing sources, claims, contradictions, or next steps. It builds a durable workspace with a source ledger, batch notes, claim matrix, contradiction register, working brief, and handoff checkpoint, so deep research, audits, market scans, and reports can be reviewed, resumed, and turned into reliable outputs with clearer evidence trails.