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py-evoFE Automates Tabular Feature Engineering with Genetic Algorithms

New open-source Python library uses evolutionary computation to discover complex feature transformations for tabular data.

28 Aug 2026

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DevelopersAug 28

AI Engineer Notebooks Offer Free, Framework-Agnostic RAG, Agents, and Evals on Colab

A new open-source project provides developers with pre-built, adaptable Colab notebooks for building and testing AI applications without vendor lock-in.

●Builder Action:Developers can leverage these framework-free Colab notebooks to rapidly prototype RAG systems, agents, and evaluation pipelines without vendor lock-in. The modular design allows easy integration of preferred LLMs, vector stores, and evaluation metrics, enabling experimentation with diverse architectures. Focus on building foundational components that can be later adapted for production deployment.

DevelopersAug 28

Tool Designed to Find Software Blind Spots Discovers Its Own

A developer built a script to test code quality gates, only to find the script itself was missing crucial checks.

●Builder Action:Developers must move beyond simply ensuring tests pass and actively verify the efficacy of their quality gates. Consider implementing mutation testing not just for application code, but for the assertion logic itself. This means systematically disabling specific checks to confirm that tests fail when expected, preventing dead code from providing false security.

DevelopersAug 28

Strapi v5 Forms: React Integration Without Hosted Widgets

Build dynamic forms in React, managed by Strapi v5, without relying on external widgets or iframes.

●Builder Action:Developers can build forms in React that are entirely configurable from Strapi. Fetching the form schema via API allows for dynamic rendering. Submissions are handled via a POST request to Strapi, where server-side validation ensures data integrity and spam controls can be applied.

Original Deep Intelligence

RIFT REPORTDEEP INTELLIGENCE

Weekly Rift: AI Agents Mature, GPU Costs Soar, and Security Lapses Persist

AI agents are moving beyond simple tasks to complex workflows, while GPU shortages continue to drive up costs, and persistent security vulnerabilities plague the tech landscape.

2 minread time

Updated:24 Aug 2026