CFML
The programming language used by ColdFusion, designed with a hybrid of tag-based and script syntax and a style close to HTML. Its barrier to entry is low, but its ecosystem is niche.
Timeline (last 90 days)
ColdFusion is a commercial application server from Adobe (originally Allaire), and CFML is the programming language it uses.
CFML adopts a design mixing tag-based syntax (such as <cfquery>, <cfoutput>) with script syntax (<cfscript>), with a syntax style close to HTML.
CFML is a niche language, with far fewer high-quality public security samples than PHP or Java, and models have weaker intuition for it.
Using an LLM directly to review a single CFML file of more than 2000 lines usually yields poor results, limited by the context window and the density of training corpus for niche languages.
A 2000-line CFML file plus related include files can easily hit the LLM context window limit, causing the model to forget the beginning of the file or miss cross-file variable flows.
CFML scopes are divided into variables (private to the current page/component), request (shared within a single request), session (single-user session), application (shared across the whole application), cgi, form, url, etc.
In CFML, a variable without a scope prefix may be looked up first in variables and then in cgi, and this implicit lookup rule easily causes reviewers to misjudge the data source.
The value of LLM-assisted review lies in compressing weeks of manual investigation into days, but the premise is that someone on the team must truly understand CFML and its security model.
All Facts (8)
ColdFusion is a commercial application server from Adobe (originally Allaire), and CFML is the programming language it uses.
50%UnverifiedCFML adopts a design mixing tag-based syntax (such as <cfquery>, <cfoutput>) with script syntax (<cfscript>), with a syntax style close to HTML.
50%UnverifiedCFML is a niche language, with far fewer high-quality public security samples than PHP or Java, and models have weaker intuition for it.
50%UnverifiedUsing an LLM directly to review a single CFML file of more than 2000 lines usually yields poor results, limited by the context window and the density of training corpus for niche languages.
50%UnverifiedA 2000-line CFML file plus related include files can easily hit the LLM context window limit, causing the model to forget the beginning of the file or miss cross-file variable flows.
50%UnverifiedCFML scopes are divided into variables (private to the current page/component), request (shared within a single request), session (single-user session), application (shared across the whole application), cgi, form, url, etc.
50%UnverifiedIn CFML, a variable without a scope prefix may be looked up first in variables and then in cgi, and this implicit lookup rule easily causes reviewers to misjudge the data source.
50%UnverifiedThe value of LLM-assisted review lies in compressing weeks of manual investigation into days, but the premise is that someone on the team must truly understand CFML and its security model.
50%