Tool rank for vibe coding: The best is @Replit – use the agent to kick off the project, then switch to assistant for more complex things If you want something fairly basic, fast – use bolt/create/lovable if you want complete control and flexibility; cursor (or replit) all
CODE
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Function Descriptions from Docstrings in AI Tools
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Credit also goes to Matthew Carrigan for the neat idea of getting function descriptions from docstrings: https://
huggingface.co/blog/unified-t
ool-use
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AISuite Simplifies LLM Function Calling for Developers
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Announcing new aisuite capability: Easy function calling with LLMs! Function calling (tool use) is an important capability for agentic workflows and other LLM applications, but is cumbersome for developers to use (left column in image). Our open-source aisuite package simplifies
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LangMem: Long-term Memory Integration for AI Applications
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We've seen a lot of interest in long term memory and have spent a lot of time thinking about the best way to incorporate it into apps We've tried to distill some of these learnings into helper functions (and helper agents!) `pip install langmem` -> check it out
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Essential Transformers Course and Smolagents Training Resources
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A must-read along with the recent "smolagents" course! Fantastic work by @_lewtun
, @lvwerra and @Thom_Wolf
. It is packed with useful knowledge for working with transformers, even if dating from 2022. Particularly love the focus on data and training everything from the -
Vibe Coding Course: Pre-order Available Soon
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vibe coding course – first couple sections ready to edit coming soon! – how to vibe code
– what you need to know
– text-to-app builders vs code editors
– building the same project in each pre-order below ($59) -
Covering Same Build Across Tools to Showcase Features and Limitations
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im covering the same build in all the tools to show off features/limitations/etc
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Building with Bolt: Challenges in Recording Development Lesson
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recording a lesson showing how to build with bolt got to a point where it was just falling apart with every extra message course may take a little longer than I planned…
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XAI-Evals Framework for Evaluating Post-Hoc Explanations
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Introducing XAI-Evals: A Framework for Evaluating Post-Hoc Local Explanations!
Our open-source Python package benchmarks methods like SHAP, LIME, Grad-CAM, and more with robust metrics for explainability, faithfulness, and sensitivity. to paper here: https://
aryaxai.com/research-paper
s/xai-evals-a-framework-for-evaluating-post-hoc-local-explanation-methods
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Reproducing Software Build Issues: Testing Consistency Analysis
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Hah yeah I can reproduce it and got something similar 5/5 attempts. I wonder what build they sent him earlier