Developer Notes and Creator Playbooks
Read VibeChopper Developer Notes and Creator Playbooks for technical architecture, creative workflows, and AI video editing strategy.
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Developer Notes
DATA Remediation: Turning User Incidents Into Agent-Trackable Jobs
DATA Remediation is VibeChopper's incident-to-repair pipeline. A user's bug report, feedback item, comment, or voice feedback session becomes a durable job with source context, dedupe, status, allowed file scope, agent events, check results, publish results, and notifications. The goal is not to make production incidents feel magical. The goal is to make them trackable enough for agents, admins, users, and future automation to agree on what is happening.
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Headless Remediation Workers and Public Progress Tracking
VibeChopper's DATA Remediation workers run outside the user request that created the incident, but they do not disappear into a terminal. The worker claims a durable job, dispatches a headless dev runner, reports signed lifecycle events, records checks and verification, publishes when the repair is ready, verifies production, and feeds a public progress tracker that a submitter can refresh at any point.
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Platform Email Templates for Auth, Sharing, Feedback, and Remediation
VibeChopper's platform emails are not detached marketing messages. They are product surfaces for identity, collaboration, feedback, repair status, and operational follow-through. The email template layer gives every notification the same dark VibeChopper shell, escaped dynamic content, text fallbacks, CTA structure, metadata rows, preview catalog, and sender ownership while letting each workflow speak in its own purpose-built voice.
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Secure Worker Callbacks With HMAC for Remediation Agents
DATA Remediation lets repair agents work asynchronously on user-reported issues, but the status API cannot trust callback traffic just because it looks like a worker. VibeChopper signs worker callbacks with HMAC-SHA256 over the exact raw body and timestamp, rejects stale messages, compares signatures with a timing-safe check, and keeps the worker surface narrow enough for progress tracking without opening the product to spoofed remediation events.
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Creator Playbooks
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