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The Visible Test Suite Is the Ceiling on What the Next Agent Can Deliver

Originally published at tddbuddy.com . Related reading: Coverage Was a Proxy. The Proxy Just Failed. names mutation score as one metric under the ce…

aiagentstestdisciplineverificationbenchmarks
Dev.to Oct 8, 2026, 20:18 UTC
EN

Rust Coreutils 0.12 vs GNU 9.12: almost everything works the same, starting a process costs nearly 3x more

I measured Rust Coreutils (uutils) 0.12 against GNU coreutils 9.12 in containers with limits: the full GNU test suite, 157 commands with their outpu…

rustlinuxbenchmarksperformance
Dev.to Sep 28, 2026, 01:00 UTC
EN

Efficiency Hallucination: Every Model Rewrote Code That Couldn't Get Faster

Okay, this is going to sound dumb, but I spent Sunday evening asking three different models to make a function faster that could not be made faster,…

llmaicodingagentscodeoptimizationbenchmarks
Dev.to Sep 19, 2026, 06:41 UTC
RU

Как я ускорил TypeScript-типы в 15.7 раза

Иногда TypeScript думает мучительно долго. У меня это вылезло не самым приятным способом: @_chenglou — он работал над React, ReasonML и ReScript, а…

typescriptperformancetestsbenchmarks
Habr Aug 17, 2026, 07:03 UTC
RU

.NET Matrix: взвешенный выбор библиотеки, а не по звёздам на GitHub

.NET Matrix — это новый открытый проект, который сравнивает .NET-библиотеки внутри одной категории по трём аспектам: возможности , скорость и исполь…

.netlibraryframeworkbenchmarksbenchmarkbenchmarkingbenchmarkdotnet
Habr Jul 30, 2026, 14:11 UTC
EN

AI News Roundup: Grok 4.5 Hits Tesla, Perplexity's Orchestrator Beats Opus, and Meta Undercuts Pricing

Five stories moved the AI-coding world today. None are about a single model winning forever — they are about the ground shifting under who runs the…

newsindustrybenchmarkslaunches
Dev.to Jul 11, 2026, 21:24 UTC
EN

Reliable, and still wrong

A large-scale audit of AI-as-judge evaluation — covering over half a million individual judgments — finds that AI judges are consistently reliable b…

evaluationllmasjudgebenchmarks
Dev.to Jul 1, 2026, 21:43 UTC
EN

Cross-Machine Memory Query: About 20 Milliseconds, Most Days

I wrote about hardware benchmarks twice this week. Different problem this time. Same machines. I have a Mac for daily work, a Linux box that runs a…

performancebenchmarksmachinelearningwireguard
Dev.to Jun 3, 2026, 14:26 UTC
EN

SurrealDB 3.x by the numbers

Author: Tobie Morgan Hitchcock One engine, multi-workloads, full durability. You can explore the full results, methodology, and per-database breakdo…

surrealdbdatabasebenchmarksnews
Dev.to May 29, 2026, 19:20 UTC
EN

What ground truth caught that unit tests missed: 3 real bugs in 9 flagship lint rules

We added a npm run ilb:flagship:smoke gate to the quality script. It's small: for each flagship rule with a labeled corpus, run the rule against vul…

staticanalysiseslinttestingbenchmarks
Dev.to May 14, 2026, 05:18 UTC
EN

When Generic Benchmarks Fail: Building a Sales-Domain Evaluation Bench from Scratch

By Natnael Alemseged The gap that τ²-Bench retail cannot measure Tenacious is a B2B sales automation company. Its agent produces outreach emails for…

machinelearningllmbenchmarksai
Dev.to May 2, 2026, 18:16 UTC

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