{"slug": "your-agents-are-a-generation-behind-and-they-will-never-tell-you", "title": "Your agents are a generation behind, and they will never tell you", "summary": "Coding agents silently fail on anything shipped after their training cutoff, producing out-of-date plans with no error or hedge, according to an account of how one team hands its agents a short, human-curated, expiring shelf of post-cutoff adoptions. The account argues multi-repo teams need a distribution mechanism to share that curated context across repositories.", "body_md": "Every coding agent has a training cutoff, and anything shipped after it is invisible — not wrong, just absent. The failure is silent: no error, no hedge, just a plan that is quietly out of date. Here is how we hand our agents a short, human-curated, expiring shelf of what our team actually adopted after that date — and why multi-repo teams need a distribution mechanism to do it at all.", "url": "https://wpnews.pro/news/your-agents-are-a-generation-behind-and-they-will-never-tell-you", "canonical_source": "https://sageox.ai/blog/beating-the-training-window", "published_at": "2026-09-20 00:00:00+00:00", "updated_at": "2026-09-30 04:20:51.298302+00:00", "lang": "en", "topics": ["ai-agents", "ai-tools", "developer-tools"], "entities": [], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/your-agents-are-a-generation-behind-and-they-will-never-tell-you", "markdown": "https://wpnews.pro/news/your-agents-are-a-generation-behind-and-they-will-never-tell-you.md", "text": "https://wpnews.pro/news/your-agents-are-a-generation-behind-and-they-will-never-tell-you.txt", "jsonld": "https://wpnews.pro/news/your-agents-are-a-generation-behind-and-they-will-never-tell-you.jsonld"}}