Arnold Wang, chief software architect at Ingeniux Corporation, built a review queue for developers running many parallel AI coding agents, in which agents raise cards (done, question, permission, paused) instead of waiting silently in separate sessions. The design follows a rule that the model proposes but code can veto recognizable risky actions such as force-pushes, writes outside the workspace,…
[
{ "id": "art-001", "src": "dev.to",
"title": "My Agents Ran in Parallel. I Didn't",
"published": "2026-11-07T01:17:57+00:00",
"sentiment": "positive"},// … 9 more
]
Feather Wand 4.0, a free open source AI agent for Apache JMeter, adds Make it pass, Workload Designer, Workload Preflight, OpenRouter and OpenCode support, and a slim jar, QAInsights reported. The release post walks thro…
Vercel released eve 1.0 RC6 on November 5, a release candidate of its AI agent framework that introduces a breaking change: every agent is defined as a directory of files, with capabilities added by adding files rather t…
Developer Shubham Patil implemented a working GPT-2 inference engine in pure CSS, with the ~124M-parameter model generating roughly one token every 15 seconds at gpt2css.shubhampatil.dev. The project uses CSS calc(), pow…
OpenAI published a new benchmark of 100 everyday wet-lab science tasks, built with biotech company Ligo, on which its top agent GPT-6 Astra earned 66.7 percent of available credit at the highest reasoning effort, with a …
Developer Gajus Kuizinas released SlopSlot, a Claude Code plugin that spins a three-reel slot machine each time a prompt is sent, requiring Claude Code 2.1.319 or later and installable via `claude plugin install slopslot…
SAAX Protocol published an analysis arguing that agent payment authorizations only prove a wallet approved a transfer, not that a deliverable was agreed to or delivered, and that spend limits, merchant allowlists and aud…
NVIDIA researchers report that density-aware training kept Nemotron 3.5 Nano 30B-A3B at an 8.3% pass rate on Harvey's open-source Legal Agent Benchmark while cutting mean output from 90,000 tokens to 37,000, and raised N…
GitHub added REST and GraphQL API management for Copilot code review settings, letting enterprise administrators enable or disable reviews across all organizations, organization administrators set default review effort a…
A project called Goethe, published on GitHub by meshapplied, turns a Linux machine with an NVIDIA GPU into a self-hosted inference server that exposes an API compatible with OpenAI, Anthropic and LiteLLM clients, so prom…
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