Fetching from the wire…
01
02
03
04
05
06
07
08
Skills2026-08-10 · source-backed
LivePlan watches a programming agent's trajectory with rule-based detectors that need zero model calls, waking an advisor LLM only on drift, repeated failed actions, or an imminent no-patch exit. On SWE-agent across five LLMs it raised resolution rates up to 15.2% (9.9% average) for ~$0.08 extra per instance. Cheap monitors decide when to intervene, an expensive model decides what to say: the inverse of the "LLM judge watches everything" pattern that eats budget and hallucinates corrections.
Each link below shares sources, entities, or timing with this story.
Simon Willison released LLM / Shared entity: LLM / Shared topic / Earlier coverage
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; overlapping topics (agent, call, model).
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; overlapping topics (agent, model).
Simon Willison released LLM / Same source domain / Shared topic / Tension
Linked by a graph relationship (Simon Willison released LLM); reported by the same outlet (arxiv.org); overlapping topics (agent, model).
Simon Willison released LLM / Shared entity: LLM / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-07-27.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-19.
Linked by a graph relationship (Simon Willison released LLM); both cover LLM; earlier LLM coverage from 2026-06-18.
Simon Willison released LLM / Shared entity: LLMs / Earlier coverage / Tension
Linked by a graph relationship (Simon Willison released LLM); both cover LLMs; earlier LLMs coverage from 2026-03-23.
Simon Willison released LLM / Same source domain / Shared topic
Linked by a graph relationship (Simon Willison released LLM); reported by the same outlet (arxiv.org); overlapping topics (agent, model).