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Industry

AI Task Breakdown for Software Development

From ticket to implementation plan — before you open your IDE.

Vague tickets and under-scoped features are the leading cause of blown estimates and late PRs. Engineers spend hours mentally decomposing work that should be mapped out before a line of code is written.

How Clevedon helps
→Breaks any feature, bug, or spike into discrete engineering steps with realistic time estimates
→Uses the right vocabulary — PRs, unit tests, migrations, feature flags, rollback plans
→Team plan distributes subtasks across frontend, backend, QA, and DevOps based on member profiles
→Granularity control lets you go from a high-level spike brief to a 12-step implementation plan
Example tasks
Auth refactor

“Migrate our session-based auth to JWT. We use Next.js 14, MongoDB, and NextAuth. Need to support refresh tokens and maintain backwards compatibility for 2 weeks during rollout.”

Payment integration

“Add Stripe subscription billing to our SaaS app. Monthly and annual plans. Handle webhooks for payment failure, cancellation, and plan upgrades. Update user plan in our MongoDB users collection.”

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