Stories by janpio

New Amazon Nova AI models that help build highly reliable AI agents

4.3M Browsers Infected: Inside ShadyPanda's 7-Year Malware Campaign

SpeedCurve Joins Embrace

Evolving GitHub Copilot's next edit suggestions through custom model training

Building a Toast Component

OWASP AI Testing Guide

Farewell for Now, Chrome

Treat AI-Generated code as a draft

Claude Opus 4.5, and why evaluating new LLMs is increasingly difficult

Pebble Appstore Archive

Benchmark Scores = General Capability and Claudiness

Claude.md: Best Practices for Optimizing with Prompt Learning

Cline-Bench: A Real-World, Open-Source Benchmark for Agentic Coding

The Droid Wars: Breaking up an AI‑orchestrated cyber fraud campaign

Hacker News Post Formatter – Preview Your HN Posts

Request For Comments: A secure contact import scheme for social networks

Visual Studio Code Private Marketplace: Your Team's Secure+Curated Extension Hub

Coding at work (after a decade away)

Burnout in Open Source: A Structural Problem We Can Fix Together

The productivity impact of coding agents

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