goose's code mode now runs agent scripts on Boa with no file, shell or network access. The PR reports a smaller binary and fewer tokens in a small test.
MCP tasks are in public beta in the Claude Code CLI from v2.1.304. A server runs the job, Claude carries on, and the task can ask you questions while it runs.
In preview for GitHub Enterprise Cloud, it blocks malware, risky versions, new install scripts and too-fresh npm packages before agents or CI install them.
The php-rust README claims parity on WordPress core tests, Composer and Doctrine. It is still slower than PHP, and recent commits list Claude as co-author.
After five years at 0.x, Dagger 1.0 is in beta with official modules, per-test results, dev shells and GitHub checks. Expect CLI and config breaking changes.
Moonshot's Kimi K3.1 Pro and a 2-3x faster Highspeed variant are out today. The full weights are promised by 4 November, and the K2 models are being retired.
Epic's 2026 AI MegaJam runs 12 to 15 November. Teams of up to five people and any number of AI agents build an Unreal Engine or UEFN game for cash prizes.
Version 2.0 replaces DeepSWE with Cognition's FrontierCode. Claude Code with Opus 5.5 scores 61.7; Codex with GPT-6.1 Sol posts 54.1 at about $1.51 a task.
NVIDIA posted Flare, an Apache-2.0 local inference server for SM120/SM121 GPUs such as DGX Spark. Python prepares each model; a Rust runtime serves it.
Scope, an MIT-licensed research preview, gives Copilot and Claude Code one task, scores runs on a criteria graph with an LLM Judge, and keeps the evidence.
OpenCode 2.0 is now the official upgrade from the 1.x CLI: one shared background server, a new client, and Code Mode. The 1.19.0 release adds the major upgrade and stops silent updates.
Augment and Harness both say Harness acquired Cosmos, the Auggie CLI, the Code Context Engine, and related technology, and that the team joins Harness. Neither post states a price or a plan for current customers.
JetBrains released Mellum2.1, an Apache 2.0 mixture-of-experts coding model with 12 billion parameters and 2.5 billion active. The company says post-training, not a new architecture, is what changed.
GitHub Copilot can exclude files from some features, but its content exclusion setting does not cover editor Agent mode. Here is where the boundary ends and what to check.
Stack Overflow's 2026 Developer Survey counts 30,903 valid responses from 169 countries. Coding assistants lead reported AI use, and trust clusters on output people say they can check.
Together AI's 5 October 2026 post says one install command connects Claude Code, Claude Desktop, Codex, OpenCode, and Pi to Together models, with an Auto route and a per-session cost compared with Opus 5.5.