{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "AI Coding Tools Signals \u2014 VQV.me",
  "home_page_url": "https://vqv.me/t/ai-coding-tools/",
  "feed_url": "https://vqv.me/t/ai-coding-tools/feed.json",
  "description": "Latest meaningful AI signals tracked under AI Coding Tools by VQV.me.",
  "language": "en",
  "items": [
    {
      "id": "vqv:signal:3FxZW",
      "url": "https://vqv.me/s/3FxZW/",
      "external_url": "https://news.ycombinator.com/item?id=49141048",
      "title": "Engineer Frustrated by Wait Times and Context Switching Using Claude Code AI",
      "summary": "An engineer reports that while Claude Code AI initially helped productivity, long wait times for agents to run and frequent context switching have become frustrating. They desire more autonomous execution for complex tasks without constant input.",
      "date_published": "2026-08-02T04:18:24+00:00",
      "date_modified": "2026-08-02T04:18:24+00:00",
      "tags": [
        "AI Coding Tools",
        "BIG MOVE",
        "Claude",
        "Claude Code",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Hacker News Newest",
        "source_domain": "news.ycombinator.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 89
      }
    },
    {
      "id": "vqv:signal:eIkcN",
      "url": "https://vqv.me/s/eIkcN/",
      "external_url": "https://agentmetry.ai/",
      "title": "Show HN: Agentmetry \u2013 local-first flight recorder for AI coding agents",
      "summary": "Hacker News surfaced this AI signal from agentmetry.ai: Show HN: Agentmetry \u2013 local-first flight recorder for AI coding agents.",
      "date_published": "2026-08-01T17:19:23+00:00",
      "date_modified": "2026-08-01T17:19:23+00:00",
      "tags": [
        "AI AT WORK",
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Hacker News",
        "source_domain": "agentmetry.ai",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 81
      }
    },
    {
      "id": "vqv:signal:gU2kC",
      "url": "https://vqv.me/s/gU2kC/",
      "external_url": "https://arxiv.org/abs/2607.20759",
      "title": "IssueTrojanBench Benchmarks AI Coding Agents Against Malicious Requests",
      "summary": "IssueTrojanBench is a new benchmark designed to test AI coding agents' responses to malicious issue requests. It aims to evaluate the security and robustness of AI coding tools.",
      "date_published": "2026-08-01T16:59:18+00:00",
      "date_modified": "2026-08-01T16:59:18+00:00",
      "tags": [
        "AI Coding Tools",
        "RESEARCH",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Hacker News",
        "source_domain": "arxiv.org",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 88
      }
    },
    {
      "id": "vqv:signal:tiLzU",
      "url": "https://vqv.me/s/tiLzU/",
      "external_url": "https://blog.jetbrains.com/kotlin/2026/07/introducing-the-kotlin-benchmark-evaluate-ai-coding-agents-on-real-world-kotlin-tasks/",
      "title": "Introducing the Kotlin Benchmark for AI Coding Agents",
      "summary": "JetBrains has introduced the Kotlin Benchmark to evaluate AI coding agents on real-world Kotlin tasks. This benchmark aims to provide a standardized way to assess AI performance in coding Kotlin.",
      "date_published": "2026-08-01T16:58:42+00:00",
      "date_modified": "2026-08-01T16:58:42+00:00",
      "tags": [
        "AI Coding Tools",
        "RESEARCH",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Hacker News",
        "source_domain": "blog.jetbrains.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 88
      }
    },
    {
      "id": "vqv:signal:bOlPM",
      "url": "https://vqv.me/s/bOlPM/",
      "external_url": "https://forum.cursor.com/t/usage-page-to-token-amount-what/167153",
      "title": "Cursor removed cost information from the usage page and CSV export",
      "summary": "Hacker News surfaced this AI signal from forum.cursor.com: Cursor removed cost information from the usage page and CSV export.",
      "date_published": "2026-08-01T15:25:21+00:00",
      "date_modified": "2026-08-01T15:25:21+00:00",
      "tags": [
        "AI Coding Tools",
        "BIG MOVE",
        "Cursor",
        "TECHNICAL",
        "WATCH"
      ],
      "_vqv": {
        "source_name": "Hacker News",
        "source_domain": "forum.cursor.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "WATCH",
        "signal_strength": 75
      }
    },
    {
      "id": "vqv:signal:ixEA2",
      "url": "https://vqv.me/s/ixEA2/",
      "external_url": "https://cursor.com/changelog/ipad",
      "title": "Cursor for iPad",
      "summary": "Hacker News surfaced this AI signal from cursor.com: Cursor for iPad.",
      "date_published": "2026-07-31T12:32:57+00:00",
      "date_modified": "2026-07-31T12:32:57+00:00",
      "tags": [
        "AI Coding Tools",
        "BIG MOVE",
        "Cursor",
        "TECHNICAL",
        "WATCH"
      ],
      "_vqv": {
        "source_name": "Hacker News",
        "source_domain": "cursor.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "WATCH",
        "signal_strength": 69
      }
    },
    {
      "id": "vqv:signal:iJSw3",
      "url": "https://vqv.me/s/iJSw3/",
      "external_url": "https://vercel.com/changelog/deepseek-v4-flash-now-runs-updated-weights-on-ai-gateway",
      "title": "DeepSeek V4 Flash updates weights on AI Gateway, boosting Terminal-Bench score",
      "summary": "DeepSeek V4 Flash now runs updated weights by default on AI Gateway, improving its agentic capabilities. Its Terminal-Bench score increased from 56.9 to 82.7 without any change to the model ID or user code.",
      "date_published": "2026-07-31T07:00:00+00:00",
      "date_modified": "2026-07-31T07:00:00+00:00",
      "tags": [
        "AI AT WORK",
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL",
        "Vercel"
      ],
      "_vqv": {
        "source_name": "Vercel Blog",
        "source_domain": "vercel.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:bKfU3",
      "url": "https://vqv.me/s/bKfU3/",
      "external_url": "https://vercel.com/changelog/10x-more-capacity-for-laguna-s-2-1-on-ai-gateway",
      "title": "Laguna S 2.1 AI Model Gains 10x More Capacity on Vercel AI Gateway",
      "summary": "Laguna S 2.1 from Poolside now supports 10 times more capacity on Vercel's AI Gateway for both paid and free versions. This upgrade enables handling significantly higher volumes of requests, benefiting agentic coding and long-running tasks.",
      "date_published": "2026-07-31T00:00:00+00:00",
      "date_modified": "2026-07-31T00:00:00+00:00",
      "tags": [
        "AI AT WORK",
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL",
        "Vercel"
      ],
      "_vqv": {
        "source_name": "Vercel Blog",
        "source_domain": "vercel.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 94
      }
    },
    {
      "id": "vqv:signal:c0tjn",
      "url": "https://vqv.me/s/c0tjn/",
      "external_url": "http://arxiv.org/abs/2607.28591v1",
      "title": "Change2Task: From Repository Changes to Executable Coding Agent Tasks and Environments",
      "summary": "Scaling coding agents requires a continuing supply of executable data for training, benchmarking, and continuous evaluation. Each task must couple a realistic software state with a specification, development tools, and reliable verification. To expand this su...",
      "date_published": "2026-07-30T17:44:31+00:00",
      "date_modified": "2026-07-30T17:44:31+00:00",
      "tags": [
        "AI Coding Tools",
        "MONEY",
        "PRACTICAL",
        "SOURCE-BACKED"
      ],
      "_vqv": {
        "source_name": "arXiv",
        "source_domain": "arxiv.org",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:GIjpx",
      "url": "https://vqv.me/s/GIjpx/",
      "external_url": "https://vercel.com/changelog/ai-gateway-gpt-5-6-pricing-speed-updates",
      "title": "AI Gateway: GPT-5.6 pricing and speed updates",
      "summary": "On AI Gateway , GPT-5.6 Luna and GPT-5.6 Terra are now cheaper and <a href=\"https://...",
      "date_published": "2026-07-30T00:00:00+00:00",
      "date_modified": "2026-07-30T00:00:00+00:00",
      "tags": [
        "AI Coding Tools",
        "BIG MOVE",
        "GPT-5.6",
        "OpenAI",
        "SOURCE-BACKED",
        "TECHNICAL",
        "Vercel"
      ],
      "_vqv": {
        "source_name": "Vercel Blog",
        "source_domain": "vercel.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 93
      }
    },
    {
      "id": "vqv:signal:gDOe6",
      "url": "https://vqv.me/s/gDOe6/",
      "external_url": "https://openai.com/index/scientific-computing-agentic-ai",
      "title": "AI Coding Agents Accelerate Scientific Computing and Discovery",
      "summary": "Scientists are using AI coding agents to modernize scientific computing, speeding up software development and research in fields like genomics. This approach enhances the efficiency of complex computational tasks.",
      "date_published": "2026-07-28T17:00:00+00:00",
      "date_modified": "2026-07-28T17:00:00+00:00",
      "tags": [
        "AI Coding Tools",
        "OPEN SOURCE",
        "OpenAI",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "OpenAI News",
        "source_domain": "openai.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:JlCST",
      "url": "https://vqv.me/s/JlCST/",
      "external_url": "https://www.docker.com/blog/coding-agent-horror-stories-the-29-million-secret-problem/",
      "title": "AI Coding Agents Risk Exposing Credentials in Supply Chain Attacks",
      "summary": "AI coding agents can inadvertently expose sensitive credentials during supply chain attacks. Docker Sandboxes offer a solution by isolating secrets from the agent's access.",
      "date_published": "2026-07-28T13:00:00+00:00",
      "date_modified": "2026-07-28T13:00:00+00:00",
      "tags": [
        "AI AT WORK",
        "AI Coding Tools",
        "Docker",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Docker Blog",
        "source_domain": "docker.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:4TL69",
      "url": "https://vqv.me/s/4TL69/",
      "external_url": "https://sourcegraph.com/blog/code-finder-fast-code-search-for-agents",
      "title": "Code Finder: fast, efficient code search for coding agents",
      "summary": "Code Finder runs its own search loop and hands your coding agent the exact files and line ranges, faster and cheaper than the agent searching on its own.",
      "date_published": "2026-07-23T00:00:00+00:00",
      "date_modified": "2026-07-23T00:00:00+00:00",
      "tags": [
        "AI AT WORK",
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Sourcegraph Blog",
        "source_domain": "sourcegraph.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:brqZc",
      "url": "https://vqv.me/s/brqZc/",
      "external_url": "https://devblogs.microsoft.com/blog/building-ax-evals-that-actually-work/",
      "title": "Final article in series on improving AI coding agent evaluations",
      "summary": "The eighth article in Microsoft's series on Agent Experience (AX) discusses how to effectively evaluate AI coding agents and improve their integration with technology. It covers controlling the agent stack, measuring extension impact, and iterating for better results.",
      "date_published": "2026-07-15T12:53:13+00:00",
      "date_modified": "2026-07-15T12:53:13+00:00",
      "tags": [
        "AI Coding Tools",
        "Microsoft",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Microsoft Developer Blog",
        "source_domain": "devblogs.microsoft.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:BpoVC",
      "url": "https://vqv.me/s/BpoVC/",
      "external_url": "https://blog.cloudflare.com/introducing-precursor/",
      "title": "Introducing Precursor: detecting agentic behavior with continuous client-side signals",
      "summary": "Precursor, our new continuous behavioral validation engine for bot management, offers visibility into how humans and bots actually interact across the full user journey. By turning session-level behavior into bot detection signals, it identifies advanced auto...",
      "date_published": "2026-07-13T13:00:00+00:00",
      "date_modified": "2026-07-13T13:00:00+00:00",
      "tags": [
        "AI Coding Tools",
        "Cloudflare",
        "TECHNICAL",
        "WATCH"
      ],
      "_vqv": {
        "source_name": "Cloudflare Blog",
        "source_domain": "blog.cloudflare.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "WATCH",
        "signal_strength": 88
      }
    },
    {
      "id": "vqv:signal:HZwlP",
      "url": "https://vqv.me/s/HZwlP/",
      "external_url": "https://devblogs.microsoft.com/blog/the-hidden-variables-in-your-agent-eval/",
      "title": "The hidden variables in your agent eval",
      "summary": "This is the seventh article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can\u2019t control in the agent stack, how to measure whether your extensi...",
      "date_published": "2026-07-08T12:11:17+00:00",
      "date_modified": "2026-07-08T12:11:17+00:00",
      "tags": [
        "AI Coding Tools",
        "Microsoft",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Microsoft Developer Blog",
        "source_domain": "devblogs.microsoft.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:cEp2S",
      "url": "https://vqv.me/s/cEp2S/",
      "external_url": "http://arxiv.org/abs/2607.01904v1",
      "title": "Study Shows AI Coding Tools Double Developer Pull Requests in Enterprise",
      "summary": "A longitudinal study of a mid-sized AI-forward company reveals that mandating AI coding tools led to a doubling of merged pull requests per engineer since mid-2025. The study analyzed data from 802 developers and over 196,000 pull requests.",
      "date_published": "2026-07-02T09:03:32+00:00",
      "date_modified": "2026-07-02T09:03:32+00:00",
      "tags": [
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "arXiv",
        "source_domain": "arxiv.org",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:pgut5",
      "url": "https://vqv.me/s/pgut5/",
      "external_url": "https://devblogs.microsoft.com/blog/what-ai-benchmarks-are-not-telling-you/",
      "title": "What AI benchmarks are not telling you",
      "summary": "This is the sixth article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can\u2019t control in the agent stack, how to measure whether your extension...",
      "date_published": "2026-07-01T14:31:55+00:00",
      "date_modified": "2026-07-01T14:31:55+00:00",
      "tags": [
        "AI Coding Tools",
        "Microsoft",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Microsoft Developer Blog",
        "source_domain": "devblogs.microsoft.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:aiI7B",
      "url": "https://vqv.me/s/aiI7B/",
      "external_url": "https://sourcegraph.com/blog/owning-a-codebase",
      "title": "On owning a codebase, and why it may be the hardest job in software",
      "summary": "AI coding agents are producing more code than ever, but the world still runs on massive, decades-old codebases. Why owning and understanding them may be the hardest job in software.",
      "date_published": "2026-06-26T00:00:00+00:00",
      "date_modified": "2026-06-26T00:00:00+00:00",
      "tags": [
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Sourcegraph Blog",
        "source_domain": "sourcegraph.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 91
      }
    },
    {
      "id": "vqv:signal:38Yl2",
      "url": "https://vqv.me/s/38Yl2/",
      "external_url": "https://spectrum.ieee.org/researcher-trains-robots-to-guess",
      "title": "Award-Winning Researcher Trains Robots to Make Educated Guesses",
      "summary": "<a href=\"https://yenlingkuo.com\"...",
      "date_published": "2026-06-12T18:00:01+00:00",
      "date_modified": "2026-06-12T18:00:01+00:00",
      "tags": [
        "AI Coding Tools",
        "Cursor",
        "TECHNICAL",
        "WATCH"
      ],
      "_vqv": {
        "source_name": "IEEE Spectrum Robotics",
        "source_domain": "spectrum.ieee.org",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "WATCH",
        "signal_strength": 88
      }
    },
    {
      "id": "vqv:signal:z48tR",
      "url": "https://vqv.me/s/z48tR/",
      "external_url": "https://venturebeat.com/technology/google-just-redesigned-the-search-box-for-the-first-time-in-25-years-heres-why-it-matters-more-than-you-think",
      "title": "Google just redesigned the search box for the first time in 25 years \u2014 here\u2019s why it matters more than you think.",
      "summary": "For a quarter century, the Google search box has been one of the most recognizable interfaces in computing: a thin white rectangle, a blinking cursor, a few typed words, and a list of blue links. On Tuesday, Google will formally retire that paradigm. <p...",
      "date_published": "2026-05-19T17:45:00+00:00",
      "date_modified": "2026-05-19T17:45:00+00:00",
      "tags": [
        "AI Coding Tools",
        "Cursor",
        "Google",
        "TECHNICAL",
        "WATCH"
      ],
      "_vqv": {
        "source_name": "VentureBeat AI",
        "source_domain": "venturebeat.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "WATCH",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:SzoU6",
      "url": "https://vqv.me/s/SzoU6/",
      "external_url": "https://sourcegraph.com/blog/why-coding-agents-fail-large-codebases",
      "title": "Why coding agents fail in large codebases (and what to do about it)",
      "summary": "Data from 1,281 agent runs across 40+ large open source repos reveals five repeatable failure patterns in coding agents, and the infrastructure fixes for each.",
      "date_published": "2026-05-08T00:00:00+00:00",
      "date_modified": "2026-05-08T00:00:00+00:00",
      "tags": [
        "AI Coding Tools",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Sourcegraph Blog",
        "source_domain": "sourcegraph.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:WQXnr",
      "url": "https://vqv.me/s/WQXnr/",
      "external_url": "https://replit.com/blog/meet-replit-security-agent",
      "title": "Meet Replit Security Agent",
      "summary": "Replit gives professionals a secure place to build with AI. Replit Agent already protects your apps as you build by automatically scanning for vulnerabilities, and audits dependencies, before your projects are ever published. Before coding agents, a full pre-...",
      "date_published": "2026-04-21T18:02:07+00:00",
      "date_modified": "2026-04-21T18:02:07+00:00",
      "tags": [
        "AI Coding Tools",
        "Replit",
        "Replit Agent",
        "SOURCE-BACKED",
        "TECHNICAL"
      ],
      "_vqv": {
        "source_name": "Replit Blog",
        "source_domain": "replit.com",
        "topic": "AI Coding Tools",
        "topic_slug": "ai-coding-tools",
        "technical_label": "SOURCE-BACKED",
        "signal_strength": 95
      }
    },
    {
      "id": "vqv:signal:Qa3nA",
      "url": "https://vqv.me/s/Qa3nA/",
      "external_url": "https://sourcegraph.com/blog/codescalebench-testing-coding-agents-on-large-codebases-and-multi-repo-software-engineering-tasks",
      "title": "CodeScaleBench: Testing coding agents on large codebases and multi-repo software engineering tasks",
      "summary": "The initial findings from CodeScaleBench, a new benchmark designed to evaluate coding agents against the true complexity of enterprise software development, including large codebases and multi-repository tasks.",
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