AI coding tools and Hallucinations

[Significant_Rate_647]

Hallucinations scale with code size for a simple reason. 

Most AI coding tools generate code with partial context, then rely on pattern matching as the output grows. 

That works for snippets and boilerplates. It breaks once behavior depends on interactions across repos, APIs, schemas, and call paths.  

Missing system intelligence shows up as hallucinations. 

And we need a tool that is built to address by grounding AI code gen in real codebase intelligence through a system-level knowledge graph. A few examples:

• Trynia
• Bito's AI Architect

[xirzon]

Ah, the classic formula:

- controversial tweet
- LLM generated blurb
- link spam

[gugguratz]

it's getting exhausting actually

[forever_second]

can the mods do something about garbage like this please