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Issues

Browse common AI-era failure modes by category.

Agents

Agent actions, tool choices, and multi-step behavior.

Changes & Versions

Breakage caused by mismatched versions or stale expectations.

Coverage & Guidance

Missing instructions, examples, criteria, or fallback paths.

Duplication & Overload

Repeated rules, overloaded fields, or steps doing too much.

Inconsistent Behavior

Similar cases producing different results.

Loops & Resolution

Work that cycles, waits, retries, or never settles.

MCP, Tools & Integrations

Tool calls, integration boundaries, and downstream systems.

Memory & Context

Stale, missing, restored, or leaking context.

Output

Generated results that are malformed, unusable, or hard to verify.

Permissions & Approvals

Authority, ownership, approval, and action-control issues.

Rules & Policies

Conflicting rules, hidden instructions, or policy drift.

Scope & Boundaries

Work crossing task, file, context, permission, or action limits.

Spread & Escalation

Small issues growing into wider downstream consequences.

Workflow & Handoffs

Breakage between steps, owners, reviewers, or systems.