<?xml version="1.0" encoding="UTF-8"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Codorc / English</title><link>https://codorc.com/en/</link><description>Coding news, useful research, and a little orcish curiosity. Follow the changes that matter to the work you do.</description><language>en</language><atom:link href="https://codorc.com/en/feed.xml" rel="self" type="application/rss+xml"/><item><title>Gemini Decisions API: confidence scores need calibration checks</title><link>https://codorc.com/en/news/gemini-decisions-api-calibration/</link><guid isPermaLink="true">https://codorc.com/en/news/gemini-decisions-api-calibration/</guid><pubDate>Wed, 11 Nov 2026 21:52:14 GMT</pubDate><description>Google introduced the Gemini Decisions API on November 11 for bounded multimodal choices. The announcement describes scoring candidate options rather than generating a free-form answer.</description></item><item><title>Agent operations need a working stop button</title><link>https://codorc.com/en/news/control-room-agent-operations/</link><guid isPermaLink="true">https://codorc.com/en/news/control-room-agent-operations/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI described Control Room on November 9 as a system for tracking and stopping model workloads across its research infrastructure. The useful design lesson is operational visibility.</description></item><item><title>Claude Fable 5.2 and Mythos 5.2: read the access distinction</title><link>https://codorc.com/en/news/claude-fable-mythos-5-2/</link><guid isPermaLink="true">https://codorc.com/en/news/claude-fable-mythos-5-2/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>Anthropic announced Fable 5.2 and Mythos 5.2 on November 9. The company distinguishes broadly available Fable from verification-gated Mythos access.</description></item><item><title>Images 2.6: build an asset workflow around the generator</title><link>https://codorc.com/en/news/images-2-6-production-workflow/</link><guid isPermaLink="true">https://codorc.com/en/news/images-2-6-production-workflow/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI introduced Images 2.6 on November 4, describing image generation, editing and GIF capabilities. Product teams still need an asset pipeline.</description></item><item><title>When agents write more code, Git becomes a product concern</title><link>https://codorc.com/en/news/scaling-git-for-agents/</link><guid isPermaLink="true">https://codorc.com/en/news/scaling-git-for-agents/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI published its account of Pando, a Git-compatible backend, on November 2. Increased agent activity turns repository infrastructure into a capacity question.</description></item><item><title>AI crawling preferences deserve a deliberate publishing policy</title><link>https://codorc.com/en/news/ai-training-crawl-preferences/</link><guid isPermaLink="true">https://codorc.com/en/news/ai-training-crawl-preferences/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI announced support for a shared robots.txt training-preference signal on October 30. Publishers should distinguish discovery from model training.</description></item><item><title>AI secret detection: the useful metric is a safer repository</title><link>https://codorc.com/en/news/github-secret-detection/</link><guid isPermaLink="true">https://codorc.com/en/news/github-secret-detection/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>GitHub described a context-aware secret-detection model on October 13. Its report focuses on detection quality and scanning efficiency.</description></item><item><title>Claude Haiku 5.5: smaller models need explicit boundaries</title><link>https://codorc.com/en/news/claude-haiku-5-5-routing/</link><guid isPermaLink="true">https://codorc.com/en/news/claude-haiku-5-5-routing/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>Anthropic introduced Claude Haiku 5.5 on October 7 for high-volume work including summarization, subagents and browser use. Routing remains an engineering decision.</description></item><item><title>ReviewBench: what a code-review benchmark should answer</title><link>https://codorc.com/en/news/reviewbench-code-review/</link><guid isPermaLink="true">https://codorc.com/en/news/reviewbench-code-review/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>GitHub introduced ReviewBench on October 5 as an open benchmark for AI code review. The important question is whether review catches consequential defects.</description></item><item><title>September’s Google AI recap: separate releases from adoption</title><link>https://codorc.com/en/news/september-ai-developer-roundup/</link><guid isPermaLink="true">https://codorc.com/en/news/september-ai-developer-roundup/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>Google’s October 2 recap collected its September AI announcements, including Gemini 4 Argon. A monthly recap is a useful discovery map, not an adoption checklist.</description></item><item><title>GPT-6.1 Sol: evaluate the work, then the price</title><link>https://codorc.com/en/news/gpt-6-1-sol-evaluation/</link><guid isPermaLink="true">https://codorc.com/en/news/gpt-6-1-sol-evaluation/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI introduced GPT-6.1 Sol for coding, computer use and professional tasks on September 29. The release makes model selection a workload question.</description></item><item><title>Prompt caching: make repeated context earn its keep</title><link>https://codorc.com/en/news/prompt-caching-economics/</link><guid isPermaLink="true">https://codorc.com/en/news/prompt-caching-economics/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>OpenAI announced expanded GPT-6 prompt-caching controls and diagnostics on September 22. Repeated context deserves its own performance budget.</description></item><item><title>Claude Opus 5.5 puts migration discipline in focus</title><link>https://codorc.com/en/news/claude-opus-5-5-release/</link><guid isPermaLink="true">https://codorc.com/en/news/claude-opus-5-5-release/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>Anthropic released Claude Opus 5.5 on September 22, positioning it for agentic coding and knowledge work. Its claims need workload-specific evaluation.</description></item><item><title>RAG, MCP and skills: ask which problem each one solves</title><link>https://codorc.com/en/news/rag-mcp-skills-different-jobs/</link><guid isPermaLink="true">https://codorc.com/en/news/rag-mcp-skills-different-jobs/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>GitHub’s September 18 podcast article explored debates about reading code, retrieval and agent tools. The useful follow-up is to separate the layers in an agent system.</description></item><item><title>An agent that succeeds once still needs a reliability test</title><link>https://codorc.com/en/news/agent-consistency-repeated-runs/</link><guid isPermaLink="true">https://codorc.com/en/news/agent-consistency-repeated-runs/</guid><pubDate>Wed, 11 Nov 2026 21:44:00 GMT</pubDate><description>IBM Research published work on repeated-run agent consistency on September 15. Its central distinction is between average success and succeeding every time the same task is repeated.</description></item></channel></rss>