Context Quality Gate

Version: 1.0.0
Last updated: 2026-07-16

Purpose

Block release of context pipelines that lack evidence quality, isolation, or lifecycle controls.

Why

Prompt quality cannot compensate for missing, stale, unauthorized, or adversarial context. Each critical item is a release gate, not part of an average score.

How

Selection and Evidence

Task-required evidence is defined
Retrieval recall and answer support pass representative evaluations
Sources carry ID, revision, freshness, authority, and trust class
Conflicts and insufficient evidence have explicit outcomes

Security and Privacy

Tenant and user authorization run before ranking
Untrusted content is isolated from instructions
Tool permissions and egress are least privilege
Data minimization, retention, deletion, and residency are enforced
Prompt-injection tests prove privileges cannot increase

Capacity and Operations

Token budgets reserve output and tool capacity
Long-context operating envelope is measured on the workload
Latency, cost, freshness, and truncation are monitored
Structured state uses schema, versioning, and concurrency control
Rollback and source-disable controls are tested

When

Run before launch and after changing sources, indexes, access filters, model, prompt, chunking, ranking, compression, memory, or tool access.

Tradeoffs

Benefit	Cost
Prevents data-boundary failures	Integration testing
Reproducible source lineage	Metadata overhead
Detects context regressions	Evaluation upkeep

Anti-Patterns

A passing percentage despite a failed isolation item.
Phrase-based injection detection as the security gate.
Capacity inferred from advertised context size.
Manual source inspection as the only quality test.

Enterprise Considerations

Attach evidence to model-risk and change-management records. Require security approval for new context sources and privacy review for user or memory context.

Checklist

Every critical item above passes
Evidence is stored with model and pipeline versions
Named owners accept source and residual risk
Production alerts map to rollback actions
Review cadence is defined

Changelog

1.0.0 (2026-07-16): Initial context release gate.