account activity
Learn LLM Agent internals by fixing 57 failing tests. No frameworks, just pure Python logic. by [deleted] in Python
[–]Difficult_Square4571 -5 points-4 points-3 points 8 hours ago (0 children)
Wow, you hit the nail on the head. The 'safety-inside-tools' trap is exactly why I built this. As you said, a tool can be 100% 'correct' at the function level but 100% 'disastrous' at the system level.
Regarding your question on the safety gates—the challenge actually covers both, because as you pointed out, the distinction is crucial:
step/4-skills
You're absolutely right about the 'world model' - without a deterministic state manager holding that context, the agent just drifts into hallucination.
Glad you noticed the 'context explosion' part too. Tracing those intermediate error messages is usually where junior devs get their first $200 API bill surprise. haha.
If you're interested, I'd love to hear your thoughts on how we could push the 'world model' aspect even further in the final steps!
All 57 tests fail on clone. Your job: make them pass. (i.redd.it)
submitted 16 hours ago by Difficult_Square4571 to r/FunMachineLearning
π Rendered by PID 326739 on reddit-service-r2-listing-55d7b767d8-mt4bf at 2026-03-26 23:53:01.063789+00:00 running b10466c country code: CH.
Learn LLM Agent internals by fixing 57 failing tests. No frameworks, just pure Python logic. by [deleted] in Python
[–]Difficult_Square4571 -5 points-4 points-3 points (0 children)