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Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase
Lead StoryDatabricksgeneral
Jul 8

Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase

<a href="https://news.google.com/rss/articles/CBMingFBVV95cUxPYlk4RktXSHFjZDZTUjQ0U05MODVoY1FxMGhjZUdhN3RETWJuTEZNcTA5cS1iRnFiVWZ5aDJNelhkWk1fRjExaTVvVXlEWmh3OUdPcEdSWEp2V3BsU3plajhnYXVJWE9xRmpQNnVtdXF3Y1ZoLTV6RDdVWElQUTlUUEdGTlBoMmJ4bk5qNHpJWGF3ZWpGQlRlQ2RCRVFWZw?oc=5" target="_blank">Benchmarking Coding Agents on Databricks’ Multi-Million Line Codebase</a>  <font color="#6f6f6f">Databricks</font>

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Search Results for "Benchmarking Coding Agent"

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29 stories displayed
ReviewBench: An open benchmark for AI code review
The GitHub Blogtech

ReviewBench: An open benchmark for AI code review

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxQM0t3dWF3dGhmR1NaM3F2YjduYVF6VlUybU9SV0tiWE9jeXVWbVdydmxQb0ttTzk1SWZmYmdPejRMRE1ONHg5YVE2SV8xNDcxMURndDBvV2pVYjRKZ0w3NnZSU3VrZ2NpV2ZzQkd1dzE5UmkzWFBJT0tSWHpfTk9mTDZxaDRmLWtrWXQ2dDJXcmVWT0hDSjlNVGJ3?oc=5" target="_blank">ReviewBench: An open benchmark for AI code review</a>  <font color="#6f6f6f">The GitHub Blog</font>

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent | Amazon Web Services
Amazon Web Services (AWS)tech

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent | Amazon Web Services

<a href="https://news.google.com/rss/articles/CBMi0AFBVV95cUxOaUVVRkRoQmhFNzFDNWRfdS02bm9zQWRoMUxKMnZQY3k0VkI1SHRkM0taWkRscE9pSExzVTdKUEhRZnk4Q3FKMzFRTVVPcTEtaWM5bUp5c0xJX1BzWTBrSzVZS3pVQlBBTFdDY1d0bkdXS055SEJFWW9FNV9MX1A2cmt5eFRvMGdYc1BxUmg3MTZ2Umt2NlpXN1QtNmZDWnJuMW5wa0picUNKUkNFOFNDNmpoZ1hYNGROenk4SWZubFJ4UXJTTGs1LU1hc2FqRFVW?oc=5" target="_blank">New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent | Amazon Web Services</a>  <font color="#6f6f6f">Amazon Web Services (AWS)</font>

Benchmarking inference at scale: coding agents
Together AIgeneral

Benchmarking inference at scale: coding agents

<a href="https://news.google.com/rss/articles/CBMiYkFVX3lxTE0ybmY3THEzZWRYa0ZVbzhFUWg0cW5wRHFfY2xYV0tmU1pXeXBCSE1nMVFWUlRCMmx6S293akY5WFF2dC0tSHd1Y1d6dXZtdzJYSHJRLUg4Nkc3bEYxWVFCdzZn?oc=5" target="_blank">Benchmarking inference at scale: coding agents</a>  <font color="#6f6f6f">Together AI</font>

AIM-Code Bench: Agentic Coding Benchmark
AIMultipletech

AIM-Code Bench: Agentic Coding Benchmark

<a href="https://news.google.com/rss/articles/CBMiSkFVX3lxTE50eTN1NjlWeENaZ0t5dndUS1BKbWJxdVh2NVctN0EwNTNfTDVTd25hV3FtRlRkbENNWmNYbUlRaWMyZEJIZVMwS3V3?oc=5" target="_blank">AIM-Code Bench: Agentic Coding Benchmark</a>  <font color="#6f6f6f">AIMultiple</font>

AWS bolts together open source agent harness, says it sips fewer tokens than rivals
The Registergeneral

AWS bolts together open source agent harness, says it sips fewer tokens than rivals

<a href="https://news.google.com/rss/articles/CBMi1gFBVV95cUxNLTNvcjM1TW5rbnFPRWQ1dGg4TmtVdVJoaEd0a1RtWUxvN21qb0x6eHVadTkxUnlYTEFqTm1vdEpXdkVTQkFZeGJ6UWRhVjNRNThJTDgwaF9OVHNuTEpBb2NqRWE4UE14YmVNSDMta3lPT1J4dmJmb0txaWR1Q3gzVnpLU2NvNHNtNk5vMF9taXhXQWs2WUhZaExsTkVkdlVrY3hwMnRVSThIR1NobGViUXZHY2ZCeGNVcmNaRVBVSVNXVmlSbHFzZ25Sb1ZTZDh5Q0s5MVRB?oc=5" target="_blank">AWS bolts together open source agent harness, says it sips fewer tokens than rivals</a>  <font color="#6f6f6f">The Register</font>

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving | NVIDIA Technical Blog
NVIDIA Developertech

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving | NVIDIA Technical Blog

<a href="https://news.google.com/rss/articles/CBMiowFBVV95cUxQNmxMaVZRaGM2OUhiYl9tM0RzSGZMZnRuaHkyQi13QU9UanBIRjItWmtibXhUUDc0cFhBbGRDNS1pLVYzRF9lTEF2VVZRY19Bd0FUZ2doY0ZxVF9DaTgtTjJ0WURJeWZaNFlVLWhxSjNVUml1OHYtUm1ubjRUTlUzQjBLcnlSZFZHamxjRl9BblU4bGtmZzVQZFVaQWt4bEd5SnlF?oc=5" target="_blank">How SWE-Serve Exposes the Gap Between Local Tests and Live Serving | NVIDIA Technical Blog</a>  <font color="#6f6f6f">NVIDIA Developer</font>

Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents
alphaXivgeneral

Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBGMkw3TTVqNEViTTRHRzlpeWlwYXRKcktQZC1BY0l5YjZmN1pHdm5xenE3R213WEVPUWR0LU5kQnRzTW9pcmZuM2xpTFdzdWg5?oc=5" target="_blank">Harness-IF: Evaluating Instruction Following Across Instruction Surfaces in Coding Agents</a>  <font color="#6f6f6f">alphaXiv</font>

SWE Atlas is Complete: Measuring Coding Agents Across the Engineering Loop
Scale AIgeneral

SWE Atlas is Complete: Measuring Coding Agents Across the Engineering Loop

<a href="https://news.google.com/rss/articles/CBMiU0FVX3lxTE4zU18zS2Z0bDQ3Um83RTZLelM0RVJuWjFyQ09kY2dDUjE2WDlrdFNTV19XQkNJZmd2emdXdl9LNVE5RXlBMW1sLUlLbnBqN25QbTkw?oc=5" target="_blank">SWE Atlas is Complete: Measuring Coding Agents Across the Engineering Loop</a>  <font color="#6f6f6f">Scale AI</font>

5 Facts About AI Coding Agents from Comprehensive Benchmarking
DevOps.comtech

5 Facts About AI Coding Agents from Comprehensive Benchmarking

<a href="https://news.google.com/rss/articles/CBMiigFBVV95cUxOTVpndzhHX2xfN2ZhTnFSbnFsSWlMdVJNRTdQNHlvbGRReVU0OGd3YVd6aU1TMEJTOVNFVjJaMlJLMnA2VlVWUGR3TlNPVU5mVnhZdWlPQ2cwbkY4VW9oMHpCaGFXc3VUamtyUHFHNUY4eENXWTlScUw3TjUwbFVwWXItWXA5VnBCZ3c?oc=5" target="_blank">5 Facts About AI Coding Agents from Comprehensive Benchmarking</a>  <font color="#6f6f6f">DevOps.com</font>

Why AI Needs a "Genie Coefficient"
IEEE Spectrumtech

Why AI Needs a "Genie Coefficient"

<a href="https://news.google.com/rss/articles/CBMiV0FVX3lxTFBJdWxXS2w4b0xWWFdWbFlkUC1XQ25yYWtUakVQUFhWSHcyeURHaHRGREhuNkxaVDlYREFFXzVSN2hVSjc2Qi1NUFA0LV8yS2hyeWwzM3hQYw?oc=5" target="_blank">Why AI Needs a "Genie Coefficient"</a>  <font color="#6f6f6f">IEEE Spectrum</font>

Is AI Coding Safe? Introducing the Agent Security League
Endor Labstech

Is AI Coding Safe? Introducing the Agent Security League

<a href="https://news.google.com/rss/articles/CBMikAFBVV95cUxNUjJGZmtOR2otcjR0ZG5hRkJnblllVkZRN19EcmpNcXpDZDZxdERxRWFEdjFlcmVPcXJKaE40TS1rX0FCblctSUw4MXFiOGJRd19RSDVIZmtxMVl3akh4bWN4MWZsTGt6V1c4M3FmS205WHJDbEdHMmxqRnlPT2xTaGVPRlU0NnNkZjZaTVozSmk?oc=5" target="_blank">Is AI Coding Safe? Introducing the Agent Security League</a>  <font color="#6f6f6f">Endor Labs</font>

Overview of our recent launch of Coding Agent benchmarks on Artificial Analysis and our first YouTube Video! We walk through the performance, cost, token usage and speed differences across different coding agents. This includes looking at Opus 4.7 in Clau
LinkedInworld

Overview of our recent launch of Coding Agent benchmarks on Artificial Analysis and our first YouTube Video! We walk through the performance, cost, token usage and speed differences across different coding agents. This includes looking at Opus 4.7 in Clau

<a href="https://news.google.com/rss/articles/CBMiygFBVV95cUxQMlk3WUFZU0xuNW94SHFiYm53b1dFNG9wUF9ZR0ZrZ0h3cmhPeDlaalR5NUlqSW50SHNnakdDNmNscVFzMUw5dzVUeVRFVnY3Mm9yVFI2STZVaXJCUzdWT0lZR01sM1RzdFZvTmZJVzE0RHlHLTdTalFGb3FBUHgxNEI5U3hFVzctWjROdGRVcVdFOGwxZVdkTHd1cVNVSkRJdU1pR1FPN2FpZEwwOUhUWWlzT1duU21JQnRwellNNFhjNUM2N2QzVFZR?oc=5" target="_blank">Overview of our recent launch of Coding Agent benchmarks on Artificial Analysis and our first YouTube Video! We walk through the performance, cost, token usage and speed differences across different coding agents. This includes looking at Opus 4.7 in Clau</a>  <font color="#6f6f6f">LinkedIn</font>

Introducing Claude Opus 5.5
Anthropicgeneral

Introducing Claude Opus 5.5

<a href="https://news.google.com/rss/articles/CBMiU0FVX3lxTE9xbTN1a0tOdm9kT0JxbVBHMU9XYUhpUjd0MHNFYm8yd2pRMnhjdEYzdjF3ckZEY1V0a2ZQTXlyRUhteVozMlhDbVQ3Mm1KWlRYbUVF?oc=5" target="_blank">Introducing Claude Opus 5.5</a>  <font color="#6f6f6f">Anthropic</font>

Benchmarking Secure-and-Functional Remediation and How Snyk Agent Fix Lifts Frontier-Model Fix Rates by over 14%
Snykworld

Benchmarking Secure-and-Functional Remediation and How Snyk Agent Fix Lifts Frontier-Model Fix Rates by over 14%

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE9VLUhSdWxOVjZlbEtKS1BSRHZSNWpKQ2t3SHEzbTM3UlQ4T1hBbnpIMURRSXlBMEp5XzJiclBKT0hPOWNYMzNrVkVpZzRtYlBOOXQ4bEdZcVlwWl9JUHkwVjBuNDV6WXl6Wnc?oc=5" target="_blank">Benchmarking Secure-and-Functional Remediation and How Snyk Agent Fix Lifts Frontier-Model Fix Rates by over 14%</a>  <font color="#6f6f6f">Snyk</font>

DeepSWE - Best Benchmark For Evaluating AI Coding Agents?
i-programmer.infotech

DeepSWE - Best Benchmark For Evaluating AI Coding Agents?

<a href="https://news.google.com/rss/articles/CBMixwFBVV95cUxOTU1TRUhlOG1NUUJOeHQyOW9fRi1IT1huZlpCamIyNGJ6bFhDU3FlTXVxSGxGWEhKRUlLTC1hSTkxMEdQSWctR2dUaWhKYUlFTml2dXh0dWZmRlVGNHR6enBIVk40U2xTVV80SFR4WC1zeG1tUlFOTldGWFhKS2dYRXFyMHJZdmRoVGZUdnhkZ1FncW5GUkJGaW9oRDFmTENYdmlxUTZFZWtvMEFmd0xucm5uM2dqX2d2UEI5NmZQMjZHSnBoMmt3?oc=5" target="_blank">DeepSWE - Best Benchmark For Evaluating AI Coding Agents?</a>  <font color="#6f6f6f">i-programmer.info</font>

Why A Frontier Data Agent Outperforms General Coding Agents in Quality and Cost
Databricksgeneral

Why A Frontier Data Agent Outperforms General Coding Agents in Quality and Cost

<a href="https://news.google.com/rss/articles/CBMiqgFBVV95cUxNRDdsdmpkSVhKS2M4bFJyOEo0cVB3bEdKZ0RhUzZ5U3JmV2NoNWdaS01aTVBnYjdWdjhabzZydG8xcFlKcjNmSUZ4SDV3ZHRNa21vNF9hVVBGRjN6bUVWSGdLQ0JvbThrcUhjakhhSDhVQTAyalY2eS1fdzVPSkVXU1lyTDJQSTJEa0xRaXljbHJpdGlPTmQ2SHZCd0M2alRMZ3lwQzNiWTNBQQ?oc=5" target="_blank">Why A Frontier Data Agent Outperforms General Coding Agents in Quality and Cost</a>  <font color="#6f6f6f">Databricks</font>

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?
alphaXivscience

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBzWjhpNTQ2RndmSmZTTk05aWVOQnhYMFNtWUt0NUpab2pmalBMb0xkbFdubzNybkt1bjhRXzhGd1hxZWpKZjZEejA0bjd6ZWst?oc=5" target="_blank">SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?</a>  <font color="#6f6f6f">alphaXiv</font>

EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics
alphaXivgeneral

EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1XWmJraHRPNjhWUTZNc2NRT3VUVkFnRDBIWnJZQWhHRG9kNXNvdmJYQjBDWThHTHVsWUxpaXZQczN0cjFBYV94b2J4aFJIWUdh?oc=5" target="_blank">EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics</a>  <font color="#6f6f6f">alphaXiv</font>

SWE-Explore: Benchmarking How Coding Agents Explore Repositories
alphaXivgeneral

SWE-Explore: Benchmarking How Coding Agents Explore Repositories

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE95aUFoNUFUa2VmR3puSlFIeVo5MHhLb0ZVLWd4ZHFBLTN1UnVZNzJVakxnYmszLXFqTjhjaDFfUHNOakFNaU1uNUNTR19CdnhB?oc=5" target="_blank">SWE-Explore: Benchmarking How Coding Agents Explore Repositories</a>  <font color="#6f6f6f">alphaXiv</font>

4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes
alphaXivgeneral

4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1QckFqTlBEY0xPN2xQT1BJYkFBS3pJell6TmtKVm1weHQtVlVleU9BMEZncmRKUFg0SlpJc1Uwb3NmcTJwVWVNX2lvclVoa2Vr?oc=5" target="_blank">4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes</a>  <font color="#6f6f6f">alphaXiv</font>

Recall, not reasoning: how AI coding agents cheat security benchmarks
Endor Labstech

Recall, not reasoning: how AI coding agents cheat security benchmarks

<a href="https://news.google.com/rss/articles/CBMioAFBVV95cUxPTTBSUTVXQzRKaVIwd2hSaDBlRkRVd0tGR19PTC1GdEtOMXBvMC12ZTFvR04xU2JFWnY2c2lzbnJfWWdUQ0xpOUlNdVc3Y2hUb0xaemc3cmZRcUkydFp3VUlkR1FKcWVEQ3JKMlVhM1REbWJyZFhpdGFvSXhfZ3BUalRzb3JtRGpyaHluYnBvWDdfNFQwOVdJNjJDZHk3ZURr?oc=5" target="_blank">Recall, not reasoning: how AI coding agents cheat security benchmarks</a>  <font color="#6f6f6f">Endor Labs</font>

Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction
alphaXivtech

Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE00Q19fYnJJS3hEajFGb0VwZnJPSU9nVUdMNzZsVXNYX3JHLUFxYzVPZC1rbDdDbktuWGRKeVAyT054MVJENjA2cmttUjBub1Fq?oc=5" target="_blank">Tencent WorkBuddy Bench: A Multi-Domain Coding-Agent Benchmark with Contamination-Resistant Task Construction</a>  <font color="#6f6f6f">alphaXiv</font>

Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification
alphaXivgeneral

Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE9oTTNtR1dyekxUVDljaDBaUXI0WklwOWZ1Y1BWNjZhdWZhRkRCeHlPQWtqc0M5RG56eV9aNlp4NFg4dmFXOUpfT2lpZUZORERf?oc=5" target="_blank">Vision2Web: A Hierarchical Benchmark for Visual Website Development with Agent Verification</a>  <font color="#6f6f6f">alphaXiv</font>

NVIDIA Achieves Leading Agentic Coding Performance on First Agentic AI Benchmark | NVIDIA Technical Blog
NVIDIA Developertech

NVIDIA Achieves Leading Agentic Coding Performance on First Agentic AI Benchmark | NVIDIA Technical Blog

<a href="https://news.google.com/rss/articles/CBMitgFBVV95cUxOVmRyeDI4RWZPamRkOFZFejNSaHpZM2RRWmZGem5jeWp1YlRJclhuOE9Oa3VKZms3SGN0LXZJVWVldktxU1NyQmFXc3BHQjlGVUpfVEo1S2owc25oX0NWUEFPdFRIaUx1dkF5TjdjRVJVR0x1dXJQbUtEdlg1cnJOTHJGZF9KS2hnQzFuQ3B3MU1BdWdKbWdoUVJWUUdkUURkWFR3czI3blU0aVltelNjNmhIamRvQQ?oc=5" target="_blank">NVIDIA Achieves Leading Agentic Coding Performance on First Agentic AI Benchmark | NVIDIA Technical Blog</a>  <font color="#6f6f6f">NVIDIA Developer</font>

$τ^τ$-Bench: An Environment for End-To-End, Realistic Agent Construction
alphaXivgeneral

$τ^τ$-Bench: An Environment for End-To-End, Realistic Agent Construction

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE5EaUEzY0F1RU9KbUNGRC1FU29RbWhZM0FhUW4xVHo1Q25KM1FfNWdwZUlTUVZoMkdKZDJCTGlMRHc5Y2IycUd5eklKVDZ6LUNW?oc=5" target="_blank">$τ^τ$-Bench: An Environment for End-To-End, Realistic Agent Construction</a>  <font color="#6f6f6f">alphaXiv</font>

Benchmarking AI Agents on Kubernetes
infoq.comtech

Benchmarking AI Agents on Kubernetes

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTFA3TVJFaHN2Z2F0b0t5aWFGOXE1VFRSMFdON1N5VndtZnpDM3BOMHlHXzd3WnpTcWUyYlJmSGRrbW9zLVg2YklUcnlLQXo2M1R2d0dwRjFGTUhzd3F1czVNbEduSjE0XzBkVXJJRA?oc=5" target="_blank">Benchmarking AI Agents on Kubernetes</a>  <font color="#6f6f6f">infoq.com</font>

SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios
alphaXivtech

SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE1mV1FOaUpUYVlBelNLbFQwRE8zR3JiTWJLbWhaTDFEdU5zM2FZZG5nRU9FRUg5c25RekVQdGlkX0N0cXl5MXM0dHppOVpVOWdZ?oc=5" target="_blank">SecureVibeBench: Benchmarking Secure Vibe Coding of AI Agents via Reconstructing Vulnerability-Introducing Scenarios</a>  <font color="#6f6f6f">alphaXiv</font>

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?
alphaXivgeneral

SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTFBweml0LU9sajJmdEl3YUR1S29OTnpEUVZJTi1yNE84ZEpGZTB3ZEZ0YTdYMkt3X29xUW5SOFA2MVFnbVZuSVdWWWRnV0g0WXRI?oc=5" target="_blank">SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?</a>  <font color="#6f6f6f">alphaXiv</font>

DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks
alphaXivgeneral

DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks

<a href="https://news.google.com/rss/articles/CBMiUEFVX3lxTE00eHJFOHdySHBjSmU1aWMtaHNOYjROY1NWOFUwNnhUWHdFMDhGV1JxYVhXX0RSVEVCM1dYaER5ckRTbl9Qd1hVSUNiNTdZdXNu?oc=5" target="_blank">DeepSWE: Measuring Frontier Coding Agents on Original, Long-Horizon Engineering Tasks</a>  <font color="#6f6f6f">alphaXiv</font>

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