Michael Levin's Blog – June 2014 Archive (3)

Ceylon OJUG & GatorJUG Talk - Please Yo me!

Dear Codetown JUGGIES:

We have a chance for a special Ceylon talk on either Mon 10/13, Fri 10/17, Mon 10/20, or Fri 10/24 in Orlando at OrlandoJUG and/or Gainesville at GatorJUG. 

As you all know, OJUG meets 4th Th and GatorJUG meets 2nd Wed and these are Mondays and Fridays, so I need your…

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Added by Michael Levin on June 27, 2014 at 11:15am — 4 Comments

JavaOne JUG Discount

If you're a JUG member, the JavaOne event team wants you to know there's a special discount for you:

"We are offering our JUG’s a special discount for the month of June to 

register for JavaOne 2014. The discount will provide an additional $200 

savings off the current Early Bird price of $1,650. This…

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Added by Michael Levin on June 5, 2014 at 9:02am — No Comments

The Bilingual Developer

These days, it's hard to stick with just one language. Sure, you may be a Java developer or a Rubyist and "not interested" in learning another language. We tend to get comfortable in our comfort zone. But, being a polyglot has its advantages.

Tim Crowley just presented at SunJUG and…

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Added by Michael Levin on June 4, 2014 at 11:00am — No Comments

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Happy 10th year, JCertif!

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

Presentation: How to Build a Database Without a Server

Alex Seaton discusses the architecture of ArcticDB, a high-performance Python/C++ library that replaces traditional database servers with a thick-client model. He explains how to achieve atomicity on object storage through bottom-up writes and shares deep insights into conflict-free replicated data types (CRDTs). He also explores the pitfalls of clock drift and distributed locking.

By Alex Seaton

Meta Applies Mutation Testing with LLM to Improve Compliance Coverage

Meta applies large language models to mutation testing through its Automated Compliance Hardening system, generating targeted mutants and tests to improve compliance coverage, reduce overhead, and detect privacy and safety risks. The approach supports scalable, LLM-driven test generation and continuous compliance across Meta’s platforms.

By Leela Kumili

DeepSeek-V3.2 Outperforms GPT-5 on Reasoning Tasks

DeepSeek released DeepSeek-V3.2, a family of open-source reasoning and agentic AI models. The high compute version, DeepSeek-V3.2-Speciale, performs better than GPT-5 and comparably to Gemini-3.0-Pro on several reasoning benchmarks.

By Anthony Alford

Slack Enhances Chef Infrastructure to Improve Safety and Reduce Blast Radius in Deployments

Slack's engineering team has published an in-depth look at recent improvements to its Chef-based configuration management system, aimed at making deployments safer and more resilient without disrupting existing workflows.

By Craig Risi

Podcast: 2025 Key Trends: AI Workflows, Architectural Complexity, Sociotechnical Systems & Platform Products

In this end-of-year panel, the InfoQ podcast hosts reflect on AI’s impact on software delivery, the growing importance of sociotechnical systems, evolving cloud realities, and what 2026 may bring.

By Daniel Bryant, Renato Losio, Srini Penchikala, Thomas Betts, Shane Hastie

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