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R0021/2026-03-25/Q006/SRC01

Research R0021 — Prompt engineering definitions
Run 2026-03-25
Query Q006
Search S01
Result S01-R01
Source SRC01

deliberate.codes — Writing Specs for AI Coding Agents

Source

Field Value
Title Writing specs for AI coding agents
Publisher deliberate.codes
Author(s) Marco Naetlitz
Date 2026-02-01
URL https://deliberate.codes/blog/2026/writing-specs-for-ai-coding-agents/
Type Technical blog post

Summary

Dimension Rating
Reliability Medium
Relevance High
Bias: Missing data Some concerns
Bias: Measurement N/A
Bias: Selective reporting Some concerns
Bias: Randomization N/A — not an RCT
Bias: Protocol deviation N/A — not an RCT
Bias: COI/Funding Low risk

Rationale

Dimension Rationale
Reliability Individual practitioner blog post. Not peer-reviewed or from a standards body.
Relevance Directly demonstrates RFC 2119 applied to AI behavioral specifications.
Bias flags Author advocates for spec-driven development — may overstate RFC 2119's applicability.

Evidence Extracts

Evidence ID Summary
SRC01-E01 Applies RFC 2119 SHALL/SHOULD/MAY to AI agent specs with practical examples