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
AgentsAgentLogs: A Dataset for Opening the Black Box of GitHub's Cloud AgentDGX agentarXiv:2608.29204v1 Announce Type: cross Abstract: Generative AI-based software engineering agents are becoming routine contributors to real-world software projects. On GitHub, developers can assign ta+Add to research
AgentsSWE-Prime: Fewer Trajectories, Better PerformanceDGX agentarXiv:2608.27449v1 Announce Type: cross Abstract: To improve large language models' ability to resolve real-world software issues, prior work has focused on constructing large-scale agent trajectory d+Add to research
Model ReleasesSWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?DGX agentarXiv:2608.19799v1 Announce Type: new Abstract: Software increasingly functions as part of the scientific instrument itself, making failures in scientific code capable of compromising not only program+Add to research
Model ReleasesA Jagged Frontier: Evaluating Robustness of Code Agents to Semantics-Preserving TransformationsDGX agentarXiv:2608.18389v1 Announce Type: new Abstract: AI code agents are increasingly deployed to resolve real software issues, yet their reliability under superficial code variations remains poorly underst+Add to research
Model ReleasesSo @swyx and team are still judging his amazing “Kill My SaaS in one weekend” contest, where you could win 10K to replace his 40K/year con…DGX agentSo @swyx and team are still judging his amazing “Kill My SaaS in one weekend” contest, where you could win 10K to replace his 40K/year conference submission (CFP) and scheduling SaaS. I think 68 peopl+Add to research
Model ReleasesConceptual integrity and counting lines of codeDGX agentLast week I recorded an episode of the Talking Postgres podcast with Claire Giordano on the subject of 'How AI is changing software development'. We had a really great conversation. Here are a couple +Add to research
Model ReleasesHarness launches AI agents that triage and patch vulnerabilitiesDGX agentSoftware delivery platform provider Harness Inc. today launched a set of artificial intelligence agents that find software vulnerabilities and write the patches. Developers approve the fixes before an+Add to research
ResearchHugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selectionDGX agentarXiv:2608.08069v1 Announce Type: cross Abstract: Foundation models are increasingly reused as software components, making model selection a critical software-engineering decision. Current model hubs +Add to research
HardwareLLM Serving in the Wild: An Empirical Study of Frameworks, Methods, and System DesignsDGX agentarXiv:2608.03036v1 Announce Type: cross Abstract: Large Language Models (LLMs) are integrated into software systems and AI services, making efficient LLM serving a concern for software engineering. Se+Add to research
ResearchLLM-based Source Code Compression via Thresholded Symbol RankingDGX agentarXiv:2607.24192v1 Announce Type: cross Abstract: We study the problem of lossless compression of source code, motivated by the storage demands of large-scale software archives, such as Software Herit+Add to research
AgentsDigitalCoach: Communication and Grounding Gaps in Human and Agentic Computer Use CoachingDGX agentarXiv:2606.31980v1 Announce Type: new Abstract: Agents are increasingly capable of automating software tasks, but can they teach humans how to use software themselves? We introduce DigitalCoach, a mul+Add to research
Model ReleasesScaling LLM Inference: Multi-Node KV Cache Offloading with GKE & Managed LustreDGX agentSignificant contributors to this article include Sneha Aradhey, Software Engineer, Google Kubernetes Engine, and Michael MacDonald, Sr Software Engineer, Google Cloud Managed Lustre. Enterprise produc+Add to research
Model ReleasesSWE-fficiency: Can Language Models Optimize Real-World Repositories on Real Workloads?DGX agentarXiv:2511.06090v3 Announce Type: replace-cross Abstract: Optimizing the performance of large-scale software repositories demands expertise in code reasoning and software engineering (SWE) to reduce r+Add to research
IndustryHow AI stacks are rewriting the rules of businessDGX agentThe shift from on-premises computing to software as a service changed the technology model and forced information technology organizatios to modernize how it builds, buys and operates software. It als+Add to research
SafetyThe new era of SaMD: Why cloud infrastructure is the foundation for digital health in 2026DGX agentIn the healthcare and life sciences industries, speed saves lives, but meeting regulatory requirements and other administrative burdens often pumps the brakes for manufacturers of software as a medica+Add to research
AgentsProgramBench: Can Language Models Rebuild Programs From Scratch?DGX agentarXiv:2605.03546v1 Announce Type: cross Abstract: Turning ideas into full software projects from scratch has become a popular use case for language models. Agents are being deployed to seed, maintain,+Add to research
AgentsLinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link RecoveryDGX agentarXiv:2508.12232v3 Announce Type: replace-cross Abstract: Issue-to-commit link recovery in software repositories is fundamental to software traceability and project management, yet it remains a challe+Add to research
Model ReleasesSWE-QA: Can Language Models Answer Repository-level Code Questions?DGX agentarXiv:2509.14635v2 Announce Type: replace Abstract: Understanding and reasoning about entire software repositories is an essential capability for intelligent software engineering tools. While existing+Add to research
SafetyDesigning Adaptive Digital Nudging Systems with LLM-Driven ReasoningDGX agentarXiv:2604.11206v1 Announce Type: cross Abstract: Digital nudging systems lack architectural guidance for translating behavioral science into software design. While research identifies nudge strategie+Add to research
ResearchVibe-driven model-based engineeringDGX agentarXiv:2604.10645v1 Announce Type: cross Abstract: There is a pressing need for better development methods and tools to keep up with the growing demand and increasing complexity of new software systems+Add to research
ConceptsAll CompaniesDGX agentAuto-generated index of all companies mentioned across the wiki.+Add to research
ConceptsAll PeopleDGX agentAuto-generated index of all people mentioned across the wiki.+Add to research
ResearchMulti-modal user interface control detection using cross-attentionDGX agentarXiv:2604.06934v1 Announce Type: cross Abstract: Detecting user interface (UI) controls from software screenshots is a critical task for automated testing, accessibility, and software analytics, yet +Add to research
Model ReleasesBand launches desktop app for developer collaboration and control of multiple AI coding agentsDGX agentArtificial intelligence agentic collaboration platform for multi-agent systems Thenovi AI Ltd., also known as Band, announced Thursday the launch of Band for Developers, a platform and new desktop app+Add to research
ResearchRAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub DataDGX agentarXiv:2510.08667v3 Announce Type: replace-cross Abstract: Modern software teams frequently encounter delays in resolving recurring or related issues due to fragmented knowledge scattered across JIRA t+Add to research
AgentsNatural Code Transformation Confuses Agents in Vulnerability AnalysisDGX agentarXiv:2610.14350v1 Announce Type: cross Abstract: Having demonstrated a strong potential for automating vulnerability discovery, AI agents can also be used to attack software systems at scale. Today's+Add to research
Model ReleasesPrecisely launches unified AI data platform and AI Studio library of agents and appsDGX agentData management software company Precisely Software Inc. today introduced the Precisely Platform, a unified system designed to make enterprise data ready for artificial intelligence. Developers also g+Add to research
Model ReleasesTwo 96 GB Ascend cards crun Qwen3.8-flash-next hardware notes, vLLM work, benchmarks, and what is nextDGX agentI have been building a somewhat unusual local inference machine around two Huawei Atlas 300I Duo cards. They are relatively inexpensive, passive, dual-accelerator PCIe cards with 96 GB of device memor+Add to research
Model ReleasesOpenCollab: A Multi-Agent Coding Framework with Programmable Collaboration and Controllable RuntimeDGX agentarXiv:2609.38345v1 Announce Type: cross Abstract: Multi-agent coding systems are designed to tackle complex software engineering tasks through collaboration. However, existing evaluations typically as+Add to research
ResearchWhat Do They Fix? LLM-Aided Categorization of Security Patches for Critical Memory BugsDGX agentarXiv:2509.22796v2 Announce Type: replace-cross Abstract: Open-source software projects are foundational to modern software ecosystems, with the Linux kernel standing out as a critical exemplar due to+Add to research
AgentsCodeGraph: Open-Taxonomy Knowledge Graph for Source Code with Wikidata GroundingDGX agentarXiv:2609.29474v1 Announce Type: cross Abstract: Public software repositories, like GitHub and Software Heritage Archive, store billions of files, yet extracting their implicit engineering knowledge +Add to research
Model ReleasesCoaching Qwen3 Coder 30B to Think Like a CodeClash Arena AgentDGX agentarXiv:2609.16096v1 Announce Type: cross Abstract: Large language model coding agents have recently become useful for software tasks, but weaker or open-weight agents still struggle to reliably interpr+Add to research
ApplicationsSWE-Tester: Training Open-Source LLMs for Issue Reproduction in Real-World RepositoriesDGX agentarXiv:2601.13713v2 Announce Type: replace-cross Abstract: Software testing is crucial for ensuring the correctness and reliability of software systems. Automated generation of issue reproduction tests+Add to research
Model ReleasesFrom Static to Dynamic: Benchmarking Real-World Code Review with MCR-BenchDGX agentarXiv:2608.27442v1 Announce Type: cross Abstract: In real-world software development, code review typically involves iterative interactions between developers and reviewers to improve software quality+Add to research
Model ReleasesFuzzingBrain-Bench V1: Evaluating Open-Ended Bug Discovery by LLMsDGX agentarXiv:2608.25158v1 Announce Type: cross Abstract: Evaluating the ability of large language models (LLMs) to discover software bugs is increasingly important. Existing benchmarks typically evaluate thi+Add to research
Model ReleasesTempo launches Workforce Intelligence to tie AI spend to Jira work itemsDGX agentTempo Software Inc. today introduced Workforce Intelligence, an Atlassian Marketplace app that connects artificial intelligence usage and its cost to the individual Jira issues the work was done on. T+Add to research
Model ReleasesExpanding Google Antigravity for enterprise customersDGX agentSince announcing Google Antigravity in Gemini Enterprise Agent Platform at I/O in May, we’ve heard helpful feedback from our customers. Your developers want easy access to coding agents across surface+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
SafetyStatic analysis-guided agentic AI translation enables Rust as a full stack bioinformatics languageDGX agentarXiv:2608.13029v1 Announce Type: cross Abstract: The field of bioinformatics struggles with legacy code - old code that is commonly used but may no longer have a maintainer, or may be written in an n+Add to research
AgentsBlacksmith raises $45M to aid AI code validation as agentic development growsDGX agentBlacksmith Software Inc. today announced it has raised 45 million in new funding for its continuous integration service, which combines code development with cloud-based testing instead of on the deve+Add to research
SafetyPQC in Plaintext: Google Cloud’s post-quantum cryptography roadmapDGX agentSecuring infrastructure and services against a future cryptographically-relevant quantum computer has been a goal for Google for a decade, and we’ve dedicated ourselves to help developers by advancing+Add to research
ResearchTranspiler Autotuning with Predictive Models for Quantum Circuit OptimizationDGX agentarXiv:2607.29145v1 Announce Type: cross Abstract: Quantum software engineering is an emerging research field focusing on efficiently embedding the quantum programming paradigm into existing software e+Add to research
AgentsSpecFirst: Behavioral Specification Elicitation as a First-Class Step in Agent-Based Program Synthesis from ScratchDGX agentarXiv:2607.27167v1 Announce Type: cross Abstract: LLM-based agents excel at software engineering tasks where an existing codebase provides context, but constructing a program from scratch remains fund+Add to research
SafetyDependency-Guided Code Generation: Structured Matrix Decomposition and Consistency-Guided RefinementDGX agentarXiv:2607.16692v2 Announce Type: replace-cross Abstract: The increasing complexity of modern software systems has made automated code generation a fundamental task in software engineering. However, e+Add to research
Model ReleasesPerplexity brings its Personal Computer AI agent to WindowsDGX agentPerplexity AI Inc. today released a Windows version of Personal Computer, expanding its agentic automation software beyond the original Macintosh platform and making it available to more than 1 billio+Add to research