Categories

Category Index

• Agents

  Problems where agent behavior expands, acts outside intent, fails to finish, modifies state, or chooses actions without enough stable control.

  Issues: 3

• Changes & Versions

  Problems where model behavior, prompts, contracts, schemas, outputs, references, rubrics, or expectations change without the surrounding workflow updating correctly.

  Issues: 9

• Coverage & Guidance

  Problems where prompts, rubrics, diagnostics, fallback rules, examples, requirements, or relationship maps are incomplete, underspecified, or missing needed guidance.

  Issues: 9

• Duplication & Overload

  Problems where fields, sections, rules, checks, prompts, workflow steps, or review queues become duplicated, overloaded, bottlenecked, or carry too many meanings.

  Issues: 10

• Inconsistent Behavior

  Problems where similar inputs, repeated attempts, validations, prompts, routes, or cases produce different results without a clear reason.

  Issues: 5

• Loops & Resolution

  Problems where agents, workflows, reviews, approvals, policies, schemas, or routing paths loop, wait on themselves, fail to settle, or cannot identify a final state.

  Issues: 11

• MCP, Tools & Integrations

  Problems involving tool calls, MCP surfaces, integration contracts, required tool inputs, tool results, parser consumers, or downstream systems that depend on AI output.

  Issues: 5

• Memory & Context

  Problems where task state, prior instructions, saved memory, restored context, stale information, or cross-task context affects behavior incorrectly.

  Issues: 8

• Output

  Problems where generated content, citations, fields, formats, parser-facing output, or structured responses are missing, malformed, unsupported, or unusable.

  Issues: 10

• Permissions & Approvals

  Problems where ownership, approval, authority, permission state, responsible control, or action rights are missing, stale, bypassed, conflicting, or unclear.

  Issues: 11

• Rules & Policies

  Problems where prompts, policies, rules, roles, constraints, or declared behavior conflict, drift, duplicate each other, or fail to match actual behavior.

  Issues: 6

• Scope & Boundaries

  Problems where tasks, files, context, retrieval, permissions, actions, or outputs cross limits, use outside information, or lack clear operating boundaries.

  Issues: 6

• Spread & Escalation

  Problems where small errors, local exceptions, risk signals, retries, permissions, or outputs spread downstream, grow in consequence, or trigger broader actions.

  Issues: 16

• Workflow & Handoffs

  Problems where review steps, handoffs, task progress, workflow ownership, downstream steps, or process coordination break, loop, disagree, or lose resolution.

  Issues: 6