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September 2012 Blog Posts (4)
Pandora and Tom Conrad (CTO)
Have you ever wondered how Pandora works? Listen to this Swampcast interview with Tom Conrad, CTO as he explains Pandora's music genome project.
Added by Michael Levin on September 29, 2012 at 10:30am — No Comments
Nighthacking (via Stephen Chin)
Added by Michael Levin on September 25, 2012 at 2:58pm — No Comments
Omni Fluent, a free computational linguistics app
Here's an app you'll like - it's called Omni Fluent and…
Added by Michael Levin on September 25, 2012 at 11:01am — No Comments
Netbeans in Action
Netbeans is a free integrated development environment and it's not just for Java! You can use it with C++, PHP, JavaScript and Groovy. Check out some of the incredibly cool projects coded using Netbeans…
Added by Michael Levin on September 25, 2012 at 8:14am — 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.
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: The Ironies of A^2 I^2
J. Paul Reed discusses the "ironies of automation" - a 40 years-old concept now amplified by AI. He explains how advanced systems often make the human operator more crucial, not less, while simultaneously degrading the skills needed to intervene. Sharing real-world stories of "AI-fueled" incidents, he shares why over-reliance on AI can double recovery times and how to maintain resilience.
By J. Paul ReedHow Platform Engineering Using Golden Bricks Can Enable Fast and Smooth Delivery
Platform engineering should have a product focus, as developers are customers; they must provide composable, self-service capabilities, golden bricks rather than rigid golden paths, so teams can move quickly while maintaining consistency. Success is measured through adoption, developer experience, and business outcomes such as deployment frequency and change failure rate.
By Ben LindersOpenTofu 1.12 The Feature Terraform Never Shipped
The OpenTofu community released version 1.12.0 on May 14, 2026. This update isn’t a complete rewrite, but it does resolve some issues that infrastructure teams have faced for a while.
By Claudio MasoloWith Android CLI, Google is Making the Android Toolchain Agent-Friendly
Google introduced new Android development tools that enable building apps up to 3x faster by using AI agents, including a redesigned Android command-line interface (CLI), structured skills", and an integrated knowledge base. These tools are designed to support agent-driven workflows and are compatible with third-party agents such as Claude Code and Codex, in addition to Google Gemini.
By Sergio De SimoneArticle: The Mathematics of Backlogs: Capacity Planning for Queue Recovery
Backlogs in distributed systems are arithmetic problems, not mysteries. This article provides practical formulas for calculating backlog drain time, sizing consumer headroom, and setting auto-scaling triggers. It covers key failure modes — retry amplification, metastable states, and cascading pipeline bottlenecks — plus when to shed load instead of draining.
By Rajesh Kumar Pandey
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