A developer who maintains a linter for agent configuration files discovered that its rule for detecting undeclared external CLIs was inverted: it flagged authors who properly declared dependencies in …
Moshcode 0.56.0, a CLI tool that installs and drives multiple coding engines including opencode, Claude Code, codex, gemini, kimi, qwen, deepseek, and aider, is now available. The tool, described as a…
A powered measurement of the client-prune fence across four models found it works perfectly on sonnet (prune cells fell from 16/40 to 0/40, p = .00002) but is unnecessary on fable-5, which spontaneous…
Study AL found that a prompt-level fence against self-eviction reduced client-side pruning from 5 to 1 pooled across models, but the pre-registered significance gate failed at p = .219 because the con…
A new benchmark series, barkup-bench, finds that LLM agents editing structured data do not need conversation history; two worked examples in the system prompt match or exceed the performance of full s…