Researchers made AI agents better by turning academic papers into working code — no retraining required

ScholarEvolve uses published research to improve AI agents, raising Qwen's AppWorld task completion from 69% to 81.4% without retraining the model.
HackerNoon

I Built a Python Compressor Using OpenAI's Tokenizer. Here's What Happened

And I kept looking at that dictionary and thinking: nobody is allowed to just use that for compression? TokPress is a ...
Anthropic

Using Claude to reduce the attack surface of code

Automated attack surface analysis and reduction can meaningfully improve the security of deployed software in the near term.

12 Practical Exercises for Delegating Administrative Tasks to ChatGPT | Includes Prompts, Completed Examples, and Verification Code

When I asked it to 'clean up the table,' the leading zeros in the product codes disappeared. When I asked for a handover ...

Confused by Python Regular Expressions? Understand re.search, findall, and sub with 3 Examples

When working with text or CSV data in Python, you may find yourself wanting to "extract only email addresses," "verify the ...
KDnuggets

7 Checks to Run Before Trusting AI-Generated Code

Your first check should not be ChatGPT, Copilot, Claude Code, or another model. Build analytics, AI, and leadership skills.
InfoQ

Google Adopts Pyrefly for Faster, More Accurate Python Type Checking

Google has replaced its long-standing Python type checker, Pytype, with Pyrefly, an open-source tool originally developed by Meta. The decision was driven by Pyrefly's advantages, including faster and ...
shattered.io

Build a Secure MCP Server for Claude: 12 Steps [2026]

Run claude mcp list afterward to confirm the server registered, then open a Claude Code session in the same project and ask ...
XDA Developers

n8n saved me more time this year than any AI tool, and most of my workflows don't use AI at all

The home automations are a good example. You don't need AI to check whether someone is home, whether a window is open, or ...
xenospectrum

Python 3.15 Makes UTF-8 the Default, Easing Windows Text Issues — but Legacy Code Needs a Check

Python 3.15's UTF-8 default reduces environment-dependent behavior when no encoding is specified. We look at what it means ...

Google makes Gemini 4 Argon broadly available with limited-time low API pricing of $2/$10 per 1M token

The Gemini app gains more agentic functionality, including persistent tasks that can continue while users are away from their ...
Nature

In the AI era, coding means thinking like a systems architect

Now, anyone can prompt an AI model to construct complex computational pipelines that would otherwise require days or weeks of ...