Making Python Beginner Projects Communicable: 7 Items for a GitHub README

IntroductionYou have started to be able to write Python code, but you might find it difficult when it comes time to show it ...

Before Fixing Old Python Apps with Codex: 'Investigation, Testing, and Diff Verification' to Avoid Breaking Them

ConclusionWhen refactoring an old Python app with Codex, the first thing you should ask for is not a code rewrite. The safe ...
cloud

Graph Workflows in ADK: Everything You Need to Know

TL;DR: Using a refund workflow in ADK, we'll cover fan-out and fan-in, deterministic and agent routers, human-in-the-loop ...
Analytics Insight

How to Convert a Python Script into an AI Agent

Key Takeaways - Existing Python functions can become controlled tools that an AI agent can call for specific tasks.A decision ...
aws.amazon

Bring your own model with Amazon SageMaker AI: Script mode in SDK v3

Transform your industry with AWS cloud solutions. Access proven architectures, compliance guides, and success stories of customers using AWS products tailored to your sector. Explore AWS solutions for ...
VentureBeat

DeepSeek Harness launches as open source rival to Claude Code, alongside V4-Pro on API with higher prices

Credit: VentureBeat made with OpenAI ChatGPT-Images-2.0 DeepSeek is expanding beyond the model layer and deeper into the software developers use to put AI agents to work. The Chinese AI lab on ...
techtimes

rtk Raises Claude Code Costs at Low Effort: JetBrains Benchmark Debunks 60–90% Claim

A proxy tool called rtk — widely shared among Claude Code developers as a way to cut token costs by 60 to 90 percent — turned out to raise session costs by a median of 7.6 percent in a controlled ...
Analytics Insight

How to Create Trading Strategies With Claude Code in 2026

How Claude Code helps developers create trading strategies, automate market analysis, test systems, improve risk management, and build advanced AI-powered trading solutions faster in 2026. Claude Code ...
BleepingComputer

Google: Hackers used AI to develop zero-day exploit for web admin tool

Researchers at Google Threat Intelligence Group (GTIG) say that a zero-day exploit targeting a popular open-source web administration tool was likely generated using AI. The exploit could be leveraged ...
VentureBeat

Meta's new structured prompting technique makes LLMs significantly better at code review — boosting accuracy to 93% in some cases

Deploying AI agents for repository-scale tasks like bug detection, patch verification, and code review requires overcoming significant technical hurdles. One major bottleneck: the need to set up ...
cyberpress

Critical Python PLY Library Vulnerability Enables Remote Code Execution

A critical security issue has been disclosed in the Python PLY (Python Lex‑Yacc) library that can allow remote code execution (RCE) through an undocumented feature in the PyPI‑distributed version 3.11 ...
anthropic

Finding bugs across the Python ecosystem with Claude and property-based testing

Muhammad Maaz 1,2, Liam DeVoe 3, Zac Hatfield-Dodds 2, Nicholas Carlini 2 1 MATS, 2 Anthropic, 3 Northeastern University We developed an agent that can efficiently identify bugs in large software ...