Coding Ticket
A coding ticket is a highly structured task description that tells an AI coding agent exactly what to build, what to leave alone, and what dependencies must exist first. It is the fundamental unit of work in any serious AI-assisted build.
Why coding tickets matter for vibe coding
Throwing a massive, multi-step prompt at an AI and asking it to build an entire application is a guaranteed way to hit the 80% wall. The agent lacks the overarching context of how individual tasks relate to one another. It doesn't know which parts of the codebase to preserve, and it definitely doesn't know what "done" actually means for a specific feature.
A proper coding ticket breaks the build into isolated, verifiable chunks. It gives the agent just enough context to execute one specific task flawlessly without tearing down the rest of your app to do it.
What a coding ticket includes
A well-written ticket for an AI agent must contain:
- The Objective: Exactly what needs to be accomplished right now.
- The Context: Where this feature lives within the broader architecture.
- The Dependencies: What database tables, API routes, or components must already exist before this task can start.
- The Acceptance Criteria: The strict conditions that prove the task is finished correctly.
- The Constraints: The explicit boundaries detailing what the agent is strictly forbidden from modifying.
In AI-assisted development, constraints and dependencies are everything. Without them, an unconstrained agent will happily rewrite working code, hallucinate duplicate database schemas, or build isolated features that refuse to connect to your existing backend.
Dependency-aware tickets
A dependency-aware ticket takes this structure a step further. It sequences your tasks so the agent only receives a prompt after its prerequisites are firmly in place. This physically stops the agent from trying to build a complex payment UI before the underlying database schema even exists.
Zalcro generates an entire backlog of dependency-aware coding tickets as part of your project. Every task your agent receives comes pre-loaded with the exact context, dependencies, and boundaries it needs to actually finish the job.