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Codified Context for AI Agents in a Complex Codebase

arxiv.org

1–7 of 7 posts

Re: Codified Context for AI Agents in a Complex Codebase

#4
practical takeaway for builders: agent context docs seem to help only when they contain non-obvious project constraints, not generic rules. in my own workflows, the useful bits are things like failure patterns/edge cases or antipatterns ("don't do X") collected over time. this paper is a good reminder that context quality matters more than context volume.

Re: Codified Context for AI Agents in a Complex Codebase

#5
post #2

looks like the claw slop is now trying to use arxiv as some way to boost their garbage

? not sure i follow

0. the paper is by a solo, unknown author

1. the arxiv page has a github link

2. the github project looks like all the other claw spam hitting GitHub and HN

4. the spam problem had already reached arxiv, they are now interconnected

Re: Codified Context for AI Agents in a Complex Codebase

#6
post #5

Earlier quoted context omitted.

? not sure i follow

0. the paper is by a solo, unknown author 1. the arxiv page has a github link 2. the github project looks like all the other claw spam hitting GitHub and HN 4. the spam problem had already reached arxiv, they are now interconnected

yikes- fair points on being skeptical of arxiv quality, thats a real problem. IMO the content of the paper either holds up or it doesnt regardless of who wrote it

Re: Codified Context for AI Agents in a Complex Codebase

#7
post #5

Earlier quoted context omitted.

0. the paper is by a solo, unknown author 1. the arxiv page has a github link 2. the github project looks like all the other claw spam hitting GitHub and HN 4. the spam problem had already reached arxiv, they are now interconnected

yikes- fair points on being skeptical of arxiv quality, thats a real problem. IMO the content of the paper either holds up or it doesnt regardless of who wrote it

I agree, however the signal-to-noise ratio is the new problem, and there are some quick signals to easily classify some as noise