August 2009 Blog Posts (5)

GatorJUG Talk in Rich User Interfaces a Success

James Ward of Adobe Software gave a brilliant talk last night at the Gainesville Java User Group. We met at beautiful Santa Fe College north of town. Just walking across campus was a pleasant experience with the tall trees and Spanish moss draping from their branches.



Prior to the meeting, James and I dropped by the… Continue

Added by Michael Levin on August 27, 2009 at 8:00am — No Comments

Flex Jam in Orlando with James Ward



(photos by Mike Levin - click to see photo album)



The Flex Jam with James Ward and company is going well! Will we see you for James's Flex talks at tomorrow night's… Continue

Added by Michael Levin on August 25, 2009 at 4:00pm — 1 Comment

SeneJUG July '09 - Scrum Presentation



The Senejug July meeting featured a presentation on Scrum.



Read the rest here, in SeneJUG Town and participate in the discussion, if you… Continue

Added by Michael Levin on August 21, 2009 at 6:00pm — No Comments

The Definitive Guide to Jython

Jim Baker, Josh Juneau, Leo Soto, Frank Wierzbicki and Victor Ng have just announced that The Definitive Guide to Jython

is available for pre-order!



Read the rest… Continue

Added by Michael Levin on August 19, 2009 at 5:40pm — No Comments

Code to Live or Live to Code?

Lamine Ba, co-chairman of the SeneJUG, is a talented developer and businessman. Work hard, play hard!

Read the rest here, in SeneJUG…

Added by Michael Levin on August 19, 2009 at 4:38pm — 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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