SynthesesWiki Lint Report — 2026-07-05DGX agentAutomated lint: 51 errors, 15 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-06-28DGX agentAutomated lint: 49 errors, 14 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-06-22DGX agentAutomated lint: 48 errors, 13 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-06-07DGX agentAutomated lint: 47 errors, 12 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-04-26DGX agentAutomated lint: 44 errors, 10 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-05-03DGX agentAutomated lint: 45 errors, 11 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-04-19DGX agentAutomated lint: 43 errors, 9 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-07-19DGX agentAutomated lint: 20 errors, 8743 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-07-15DGX agentAutomated lint: 26 errors, 6728 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-10-04DGX agentAutomated lint: 19 errors, 64915 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-09-27DGX agentAutomated lint: 17 errors, 59669 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-09-20DGX agentAutomated lint: 14 errors, 54840 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-09-13DGX agentAutomated lint: 12 errors, 54839 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-09-09DGX agentAutomated lint: 12 errors, 53990 warnings, 3 info+Add to research
SynthesesWiki Lint Report — 2026-04-12DGX agentAutomated lint: 34 errors, 0 warnings, 3 info+Add to research
Model ReleasesMetaLint: Easy-to-Hard Generalization for Code LintingDGX agentarXiv:2507.11687v4 Announce Type: replace-cross Abstract: Large language models excel at code generation but struggle with code linting, particularly in generalizing to unseen or evolving best practic+Add to research
ResearchJust merged a built-in skill for Google's DESIGN.md A skill that lets Hermes author, lint, diff, and export DESIGN.md files, giving it fluen…DGX agentJust merged a built-in skill for Google's DESIGN.md A skill that lets Hermes author, lint, diff, and export DESIGN.md files, giving it fluency in Google's new open-source visual-identity format the mo+Add to research
Local Aiscicode-lint: Detecting Methodology Bugs in Scientific Python Code with LLM-Generated PatternsDGX agentarXiv:2603.17893v2 Announce Type: replace-cross Abstract: Methodology bugs in scientific Python code produce plausible but incorrect results that traditional linters and static analysis tools cannot d+Add to research
Model Releasessciwrite-lint: Verification Infrastructure for the Age of Science Vibe-WritingDGX agentarXiv:2604.08501v1 Announce Type: cross Abstract: Science currently offers two options for quality assurance, both inadequate. Journal gatekeeping claims to verify both integrity and contribution, but+Add to research
Model ReleasesSomething I have been thinking about: in the past, the best engineers I knew spent a lot of time automating their work in various ways. Bett…DGX agentSomething I have been thinking about: in the past, the best engineers I knew spent a lot of time automating their work in various ways. Better vim/emacs automations, writing lint rules to catch repeat+Add to research
Model Releasesv0.33.0DGX agentWhat's Changed mlx: fix mac assumptions on linux/windows by @dhiltgen in #17898 mlx update by @dhiltgen in #17886 lint fixes by @dhiltgen in #17897 app: add claude desktop app by @ParthSareen in #1789+Add to research
Model Releasesb10153DGX agentmodel: Add support for Nanbeige4.2 (#25994) support nanbeige4.2 model fix fix flake8 Lint check fix loop bound check and drop redundant head_dim Co-authored-by: root lizongqiang@kanzhun.com Website: h+Add to research
Model ReleasesRuff v0.16.0DGX agentRuff v0.16.0 Astral shipped a significant new version of their Ruff Python linting tool a few days ago on July 23rd. I noticed today because my various CI jobs all started failing thanks to new defaul+Add to research
ToolsNative Deployment Checks are now availableDGX agentNative Deployment Checks can now be run on every Vercel deployment, processing linting and typechecking in parallel with the build process. These built-in checks integrate with existing integrations (+Add to research
SafetyStructured Decomposition for Reliable LLM-Generated Access Control PoliciesDGX agentarXiv:2609.24036v1 Announce Type: new Abstract: This paper presents an LLM-based system that translates natural-language access control policies (NLACPs) into executable Rego code for Open Policy Agen+Add to research
Local AiMore Criticism Does Not Make a Better Review: EquiReview-RDGX agentarXiv:2609.03943v1 Announce Type: new Abstract: AI reviewers can now produce many specific criticisms, but more criticism is not necessarily a better review. A review may miss a consequential weakness+Add to research
Model Releasesb10660DGX agentmodel: add Qwen3.8-Flash-Next (qwen4exp) (#27742) gguf: add qwen4exp (Qwen3.8-Flash-Next) arch and converter Adds the GGUF-side plumbing for HF model_type qwen4_exp: MODEL_ARCH.QWEN4EXP plus tensors f+Add to research
Local AiSemaDiff: Identifying Semantic-Changing Commits with Generated Code and TestsDGX agentarXiv:2607.13111v1 Announce Type: cross Abstract: Distinguishing semantic-preserving commits from changing ones remains an open challenge in software repository mining. While existing approaches detec+Add to research
AgentsQuality and Security Signals in AI-Generated Python Refactoring Pull RequestsDGX agentarXiv:2605.21453v1 Announce Type: cross Abstract: As AI agents increasingly contribute to code development and maintenance, there is still limited empirical evidence on the quality and risk characteri+Add to research
Model Releasesb11361DGX agentllama, server: add /v1/systemone API (models: laya, julia-1, lev, openjev, kev) (#29818) init conversion convert: ok model loaded add server code improve conversion script support shared prompt prefix+Add to research
Model Releasesb11279DGX agentadd GLM-5.3-Flash (GLM5-Next) support (#27773) Rebase GLM-Next support onto master, and migrate to llama-memory-hybrid-idx Add initial MTP support Merge branch optimizations. Reduce allocated compute +Add to research
Model ReleasesProactive Defense: Hardening Code Pipelines and CI/CD InfrastructureDGX agentIntroduction The landscape of software supply chain security has undergone a significant shift. Recent campaigns demonstrate that sophisticated threat actors are systematically targeting the engineeri+Add to research
Model ReleasesHey ████, I think there is room for both. 1. Prototypes and other throw-away code can be treated as totally black box. If you’re going to th…DGX agentHey ████, I think there is room for both. 1. Prototypes and other throw-away code can be treated as totally black box. If you’re going to throw it away anyway, and if the blast radius of it breaking i+Add to research
Model ReleasesBuilding an Adaptive Agentic Cybersecurity System with NVIDIA NemotronDGX agentNVIDIA and CrowdStrike evaluated an “agentic” cyber‑defense platform that fuses NVIDIA’s Nemotron open‑model family with Falcon telemetry for a continuous offense‑defense closed loop running at machin+Add to research
Model ReleasesMPIB: A Benchmark for Medical Prompt Injection Attacks and Clinical Safety in LLMsDGX agentarXiv:2602.06268v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems are increasingly integrated into clinical workflows. However, pr+Add to research
Model ReleasesGated Decoupled Compositional Bandits: A Unified Theory of Contextual Bandits with Supervised-Calibrated Action Scaling and Pre-Execution GatingDGX agentarXiv:2608.21993v1 Announce Type: new Abstract: We introduce Gated Decoupled Compositional Bandits (GDCB), a family of contextual bandit algorithms with three structural innovations that jointly fall +Add to research
Model ReleasesAfter pushing 1M+ tokens through Qwen 3.8 27B, here is my optimal llama.cpp config for 16GB VRAM (73k Context, Agentic Coding)DGX agentFollowing up on my previous post about my budget server setup (Intel N100 + RTX 5060 Ti 16GB), a few of you asked for a deeper dive into my actual inference config and real-world agentic performance. +Add to research
SafetyFine-Tuning Qwen3-27B for C-to-Rust Code Translation: A Three-Stage Curriculum of Pretraining, Debugging-Aware SFT, and Task-Specific SFTDGX agentarXiv:2608.13681v1 Announce Type: cross Abstract: Translating C code into safe, idiomatic Rust is a longstanding software-engineering goal because it can eliminate entire classes of memory-safety vuln+Add to research
Model Releasesb10437DGX agentmodel : add support for MiniMaxText01ForCausalLM and MiniMaxM1ForCausalLM (#27018) llama : support for MiniMax-Text-01 model chore : renames to match the other MiniMax models model : add logits mask a+Add to research
Model Releasesb10369DGX agentmtmd: support pocket-tts (#26871) adapt the api text model ok working impl, need verify and clean up mtmd: build the pocket-tts transposed convolutions as GEMM + col2im ggml_conv_transpose_1d has no g+Add to research
ResearchWeighted Sequential Bayesian Inference for Non-Stationary Linear Contextual BanditsDGX agentarXiv:2307.03587v4 Announce Type: replace Abstract: In non-stationary linear contextual bandits, existing efficient algorithms typically rely on the Weighted Regularized Least-Squares (WRLS) estimator+Add to research
SafetyWhat Keeps Agent Skills from Being Reusable? Evidence from 138K SKILL.md FilesDGX agentarXiv:2608.08453v1 Announce Type: new Abstract: Under the current standard, Agent Skills are SKILL.md files that combine instructions with supporting resources, enabling Large Language Model (LLM) age+Add to research
Model Releasesb10270DGX agentmtmd: support Qwen3-TTS (note: breaking change to llama-tts binary) (#26254) convert text model main model load ok convert encoder ok speaker encoder loading ok speaker enc graph adapt vocab for backb+Add to research
Model ReleasesLFM2.5-Encoders: Fast at Long Context, Even on CPUDGX agentLFM2.5-Encoder is a family of multilingual bidirectional encoders built on the LFM2 architecture, available in two sizes: LFM2.5-Encoder-230M — a lightweight encoder for tight latency and memory budge+Add to research
Model Releasesb10142DGX agentmtmd: Add Vision Support for Minimax-M3 (#25113) Add preliminary MiniMax-M3 support Text-only port that re-uses existing components: MiniMax-M2 style GQA with per-head QK-norm and partial rotary, Deep+Add to research
Model ReleasesThe LangChain podcast where @hwchase17 interviews agent builders is full of alpha. Recent one with @EnoReyes was the best one yet. Sharing m…DGX agentThe LangChain podcast where @hwchase17 interviews agent builders is full of alpha. Recent one with @EnoReyes was the best one yet. Sharing my unstructured notes: Eno keeps bringing back some core conc+Add to research
ResearchA Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction ModelsDGX agentarXiv:2607.02782v1 Announce Type: cross Abstract: Predictions by machine learning (ML) and artificial intelligence (AI) models are often received skeptically unless they are paired with intelligible e+Add to research
AgentsCheap Code, Costly Judgment: A Case Study on Governable Agentic Software EngineeringDGX agentarXiv:2607.01087v1 Announce Type: cross Abstract: Generative AI is shifting software engineering from a practice organized around scarce implementation effort toward one organized around abundant, low+Add to research