Renaming identifiers and adding dead code costs code agents up to 6.7 points, and the simpler scaffold holds up better.

OpenCode uses Qwen / Shared entities / Same source domain / Shared topic / Earlier coverage

OpenForgeRL: the harness is the environment, and training outside it is a mismatch

Linked by a graph relationship (OpenCode uses Qwen); both cover Opencode, SWE; reported by the same outlet (arxiv.org).

Ollama supports Qwen / Shared entities / Shared topic / Earlier coverage / Tension

A 27B Model Just Matched the 400B One. It Fits on Your Laptop.

Linked by a graph relationship (Ollama supports Qwen); both cover Qwen, SWE; overlapping topics (code, cost).

OpenCode uses Qwen / Shared entities / Shared topic / Earlier coverage

ECC is now the largest agent-harness repo on GitHub at 239,125 stars.

Linked by a graph relationship (OpenCode uses Qwen); both cover OpenCode, Qwen; overlapping topics (against, agent, code).

open-design hits 80.3K GitHub stars turning coding agents into designers

Linked by a graph relationship (OpenCode uses Qwen); both cover OpenCode, Qwen; overlapping topics (agent, code, cost).

Qwen benchmarked against Claude / Shared entity: SWE / Same source domain / Shared topic / Earlier coverage

Study Finds CLAUDE.md Files Don't Move Agent Correctness

Linked by a graph relationship (Qwen benchmarked against Claude); both cover SWE; reported by the same outlet (arxiv.org).

OpenCode uses Qwen / Shared entity: Opencode / Same source domain / Shared topic / Earlier coverage

Progressive disclosure in skills: one level, and stop

Linked by a graph relationship (OpenCode uses Qwen); both cover Opencode; reported by the same outlet (arxiv.org).

Alibaba released Qwen / Shared entities / Shared topic / Earlier coverage

Alibaba open-sources Qwen-AgentWorld, a flight simulator for your agents

Linked by a graph relationship (Alibaba released Qwen); both cover Qwen, SWE; overlapping topics (against, agent).

OpenCode uses Qwen / Shared entities / Shared topic / Earlier coverage

Local models are good now, and the timing isn't a coincidence

Linked by a graph relationship (OpenCode uses Qwen); both cover OpenCode, Qwen; overlapping topics (agent, code).