January 2013 Blog Posts (5)

OSCON Call for Speakers

OSCON 2013
Call for Speakers Is Open for OSCON 2013

We're looking for speakers to be part of the program for the 15th edition of OSCON, happening July 22-26, 2013, in Portland, Oregon. If you have a new idea, a better way to do something, an interesting and instructive case study (battle scars optional), or the desire to pass on your hard-won knowledge, submit a proposal to lead sessions or tutorials.

Added by Michael Levin on January 25, 2013 at 6:45pm — No Comments

Nighthacking Tour with Java Evangelist Stephen Chin

From Jan 25th to Feb 7th Stephen Chin will be traveling across the Nordic countries and doing live video streaming of the journey. Along the way he will visit user groups, interview interesting folks, and hack on open source projects. The last stop will be at Jfokus 2013.…

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Added by Michael Levin on January 23, 2013 at 9:00am — No Comments

FLEX goes to Apache

Not familiar with FLEX but this article has some interesting info on it.  Another tool in the web developer's toolbox?

http://www.eweek.com/developer/apache-software-foundation-delivers-flex-as-top-level-project/?kc=EWKNLLIN01222013STR2

Added by Mike Bivins on January 22, 2013 at 12:02pm — No Comments

Is the next big thing already here?

Create or innovate. What does East know about West? A lot. We speak different languages, even use different alphabets. No problem, says Samsung. Samsung's ad dep't makes it clear, even funny. Hilarious!

Economic models are different, too. Like polar extremes. One gives you everything you need in exchange for your time. The other promises you everything you…

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Added by Michael Levin on January 22, 2013 at 7:30am — No Comments

Oracle Security Update (Java)

Oracle Security Update CVE-2013-0422
An Oracle Security Alert was issued today.  To learn more about the alert please refer to the following link.…
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Added by Michael Levin on January 14, 2013 at 1:30pm — No Comments

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InfoQ Reading List

Anthropic Introduces Managed Agents to Simplify AI Agent Deployment

Anthropic introduces Managed Agents on Claude, a managed execution layer for agent-based workflows. It separates agent logic from runtime concerns like orchestration, sandboxing, state management, and credentials. The system supports long-running multi-step workflows with external tools, error recovery, and session continuity via a meta-harness architecture.

By Leela Kumili

Slack Rebuilds Notification System, Reports 5X Increase in Settings Engagement

Slack has rebuilt its notification system with a unified architecture that separates activity from delivery, improving consistency across platforms. The redesign simplifies preferences, preserves legacy settings through transformation, and resulted in a 5x increase in user engagement with notification settings along with reduced support tickets.

By Leela Kumili

GitHub Acknowledges Recent Outages, Cites Scaling Challenges and Architectural Weaknesses

GitHub has publicly addressed a series of recent availability and performance issues that disrupted services across its platform, attributing the incidents to rapid growth, architectural coupling, and limitations in handling system load.

By Craig Risi

Presentation: Dynamic Moments: Weaving LLMs into Deep Personalization at DoorDash

Sudeep Das and Pradeep Muthukrishnan explain the shift from static merchandising to dynamic, moment-aware personalization at DoorDash. They share how LLMs generate natural-language "consumer profiles" and content blueprints, while traditional deep learning handles last-mile ranking. This hybrid approach allows the platform to adapt to short-lived user intent and massive catalog abundance.

By Sudeep Das, Pradeep Muthukrishnan

Article: Redesigning Banking PDF Table Extraction: A Layered Approach with Java

PDF table extraction often looks easy until it fails in production. Real bank statements can be messy, with scanned pages, shifting layouts, merged cells, and wrapped rows that break standard Java parsers. This article shares how we redesigned the approach using stream parsing, lattice/OCR, validation, scoring, and selective ML to make extraction more reliable in real banking systems.

By Mehuli Mukherjee

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