OSSQuesmaOrg/BinaryAudit — AI Binary Backdoor Detection BenchmarkGitHub·high signal33 tasks, 17 models. Claude Opus 4.6 leads at 49%. Hidden backdoors in real servers. Ghidra + AI agent workflow.SourceSource pageGitHub↳ Follow the threadStack layerPattern: Open Models (GLM-5.2, Kimi-K2.6) Are Becoming Credible Defaults for Cheap Agentic-Coding TiersGitHubStack layerAgno Pitches Sub-Microsecond Agent Instantiation as the Speed Play in FrameworksGitHubStack layerTip: Run 'goose review' Locally and Use Peek Mode for Background Agent WorkGitHubPolicy dependency / Stack layerPattern: A Provider-Abstraction / BYOK Layer Is Hardening Beneath Agent HarnessesGitHubStack layer / ContrastCut agent scraping token spend with Scrapling — adaptive element-signature relocation plus a built-in MCP serverGitHubStack layer / Threat patternMitigating Taint-Style MCP Server Vulnerabilities Without Touching Server Code (SPELLSMITH)arXivPolicy dependency / Stack layerHugging Face Transformers v5.13.0 Adds a Unified Export Pipeline and Kimi K2.5 ArchitectureHugging FaceStack layer / ContrastClaude Code's July 10 Update Hardens the Agent Loop Against Forged Approvals: Transcript-Tamper Blocking + 'No Human Input Occurred' NoticesReleasebot (Anthropic Claude Code changelog, corroborated by code.claude.com/docs/whats-new)