May 2017 Blog Posts (4)

Add a Caption to an Image

The ability to Interpret image data using software is advancing fast! The two images above are captioned with program generated text. Here's an article that describes concepts and an approach to generate a caption for an image. The code is written in Python and uses TensorFlow. …

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Added by Michael Levin on May 25, 2017 at 8:57am — No Comments

The JHipster Mini Book ::: Free!

This is what I'm reading right now. Here you go! Matt has given us good presentations that are quick and to the point. Super cool! If you decide to pay $19.95 for the printed book, it'll cover about 3 craft pints. The health monitor app Matt made will record one less point. You'll see! Enjoy, and be sure to let Matt know how much you appreciate this free mini…

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Added by Michael Levin on May 18, 2017 at 2:30pm — No Comments

$11 Billion Swapmeet

First of all, relax, I'm not announcing an exclusive executive swapmeet.  The market for used cell phones has ramped up to a whopping $11 billion as of 2016[1].  That's a big number by itself, especially since the market scarcely existed just ten years ago.  By comparison, everything sold in every category by everyone worldwide on Ebay, new or used, was $84 billion total in 2016[2].

Unless you are actually a senior exec and can offer your device, refurbished, to other…

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Added by Ismail Jones on May 15, 2017 at 8:36pm — No Comments

Cross-Platform Mobile Development

Mobile devices prove to be a setback for cross-platform software development, but I hope it will be a minor one.  At present, Android totally dominates the mobile market both in terms of hardware and software volume.  As well, mobile devices are overtaking desktops for overall usage as we speak.  But Linux, as open-source-friendly as it is appears to be getting the rub from Google, so where are we?

As Google continues to grumble about not controlling the world, they're leaking…

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Added by Ismail Jones on May 14, 2017 at 9:24am — No Comments

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Notes

Welcome to Codetown!

Codetown is a social network. It's got blogs, forums, groups, personal pages and more! You might think of Codetown as a funky camper van with lots of compartments for your stuff and a great multimedia system, too! Best of all, Codetown has room for all of your friends.

When you create a profile for yourself you get a personal page automatically. That's where you can be creative and do your own thing. People who want to get to know you will click on your name or picture and…
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Created by Michael Levin Dec 18, 2008 at 6:56pm. Last updated by Michael Levin May 4, 2018.

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InfoQ Reading List

C++26: Reflection, Memory Safety, Contracts, and a New Async Model

The C++26 standard draft is now complete, reports Herb Sutter, long-time C++ expert and former chair of the ISO C++ standards committee. The finalized draft introduces reflection, enhances memory safety without requiring code rewrites, adds contracts with preconditions and postconditions alongside a new assertion statement, and establishes a unified framework for concurrency and parallelism.

By Sergio De Simone

Meta Reports 4x Higher Bug Detection with Just-in-Time Testing

Meta introduces Just-in-Time (JiT) testing, a dynamic approach that generates tests during code review instead of relying on static test suites. The system improves bug detection by ~4x in AI-assisted development using LLMs, mutation testing, and intent-aware workflows like Dodgy Diff. It reflects a shift toward change-aware, AI-driven software testing in agentic development environments

By Leela Kumili

CNCF Warns Kubernetes Alone Is Not Enough to Secure LLM Workloads

A new blog from the Cloud Native Computing Foundation highlights a critical gap in how organizations are deploying large language models (LLMs) on Kubernetes: while Kubernetes excels at orchestrating and isolating workloads, it does not inherently understand or control the behavior of AI systems, creating a fundamentally different and more complex threat model.

By Craig Risi

Anthropic Introduces Agent-Based Code Review for Claude Code

Anthropic has introduced a new Code Review feature for Claude Code, adding an agent-based pull request review system that analyzes code changes using multiple AI reviewers.

By Daniel Dominguez

Presentation: Speed at Scale: Optimizing the Largest CX Platform Out There

Matheus Albuquerque shares strategies for optimizing a massive CX platform, moving from React 15 and Webpack 1 to modern standards. He discusses using AST-based codemods for large-scale migrations, implementing differential serving with module/nomodule, and leveraging Preact to shrink footprints. He explains how to balance cutting-edge performance with strict legacy browser constraints.

By Matheus Albuquerque

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