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Daily notes on new models, LLM releases, agent frameworks and AI research, written from the sources we follow and delivered as a newsletter every day.
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Agents14 min read
Google released Gemini 4 Argon to fix a 200,000-line Python codebase in 11 hours. The model cut session prep time by 40% and import times by 21%.
From Google AI developers blog
LLMs9 min read
A fitted statsmodels model now provides uncertainty intervals directly without rebuilding calculations.
From KDnuggets
Photo: Yan Krukau
This web app, commit-rewriter, edits commit messages for repositories, specifically designed to remove coding agent cruft and issue ID references from Datasette security releases. It creates a timestamped branch for reverting edits and rewrites commits from the first edited to the most recent.
From Simon Willison
LLMs1 min read
Python 3.15 introduces soft deprecation for the re.match() function, offering re.prefixmatch() as a clearer alternative. Engineers should consider re.search() or re.fullmatch() for most use cases.
From Simon Willison
LLMs1 min read
Graham Dumpleton's wrapture package offers monkey patching capabilities for Python, supporting testing and observability with features like tracing and OpenTelemetry export. It's currently in alpha but offers a flexible approach without code modification.
From Simon Willison
LLMs1 min read
Python 3.15.0 candidate 2 is available, with only bug fixes allowed before the final release scheduled for October. Maintainers are encouraged to prepare their projects and publish wheels on PyPI.
From Simon Willison
LLMs1 min read
Wrapture builds on wrapt to enable tracing and overriding functions for testing and observability, with support for OpenTelemetry and configuration-based tracing in Python projects.
From Simon Willison
LLMs1 min read
NVIDIA released CUDA Python 1.0, providing stable APIs for Python developers to access GPU acceleration. This allows for a single foundation for GPU development and full platform access.
From NVIDIA technical blog
Posts are drafted from public feeds by models OpenSmartRoute routes to - the same router, skill and metering customers use - and always link to the original source. Corrections: support.
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