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R0020/2026-03-25/Q003/SRC02

Research R0020 — Prompt Engineering Gaps
Run 2026-03-25
Query Q003
Search S01
Result S01-R02
Source SRC02

Lakera — The Ultimate Guide to Prompt Engineering in 2026

Source

Field Value
Title The Ultimate Guide to Prompt Engineering in 2026
Publisher Lakera
Author(s) Lakera team
Date 2026
URL https://www.lakera.ai/blog/prompt-engineering-guide
Type Industry guide

Summary

Dimension Rating
Reliability Medium-High
Relevance High
Bias: Missing data Low risk
Bias: Measurement Low risk
Bias: Selective reporting Low risk
Bias: Randomization N/A
Bias: Protocol deviation N/A
Bias: COI/Funding Some concerns

Rationale

Dimension Rationale
Reliability Lakera is an AI security company with technical credibility. The guide is comprehensive and widely referenced.
Relevance Directly discusses constraint-based design, prompt scaffolding, and enforcement techniques
Bias flags Lakera is an AI security vendor; their emphasis on constraint enforcement may reflect their product focus

Evidence Extracts

Evidence ID Summary
SRC02-E01 Constraint-based design and prompt scaffolding as core techniques