Key Takeaways AI is moving beyond chat interfaces. Developers now build systems that use tools, retain context and take actions […] ...
In the strongest example of "weight space programming", as the technique is called, Astra’s intervention raised Qwen3.5-0.8B’s MATH-500 score from 7.9% to 48.1% while touching approximately 0.016% of ...
Foundry in the real world: Turning LLM hunches into verified findings – Security Loop Series, Part 2
See how Foundry turns LLM hunches into verified findings on Langflow, MLflow, and PyGoat, using an evidence gate and an honest look at token cost.
Your phone’s flashlight can send a message. Within just ‘5 hours’, you can build this ‘medium’ complexity project for under ...
When reskilling in AI agents, Python, MCP, or RAG, you might find yourself torn between comparing technical books on Kindle+ or learning by ear during your commute with Audible Premium. Before ...
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Summary of this articleHTTP2Shell is a critical vulnerability in the data compression technology "Brotli" that may affect ...
Your Python cache can run the same work twice, even with the GIL. See the check-then-act race, the lru_cache gotcha, and how ...
Twenty-two years ago, Dr. Werner Vogels would not have guessed he would spend this long at one company. By his own account, ...
Cowork, a small 4B vision-language model that switches between GUI actions and shell code execution within a single policy, ...
Local Code is a free, open-source AI agent for Mac that runs DeepSeek 4.1 Flash on device, with Python, Node.js and a shell ...
An official extension for Anthropic’s Claude model was backdoored and threatened as many as 5,000 developers’ machines, ...
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