A useful task brief states the behavior to change, the evidence that defines the problem, the constraints that must remain …
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Latest in Coding Agents
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Trace prompt injection through files, issues, and tool output, then limit its effects with provenance, narrow permissions, and reviewable actions.
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Evaluate a coding agent on representative tasks from your repository, starting each attempt from a recorded state and grading the …
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Use a script when you can specify the operations and the rules for choosing between them. Use a coding agent …
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A coding-agent workflow should carry a defined problem through reproduction, a bounded change, verification, and review. At every transition, preserve …
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A practical method for reviewing repository instructions: identify the decision each line changes, place details at the right scope, and …
Practical guides and news on coding agents: repository workflows, evaluation, instructions, sandboxing, and review of their changes.