Abhishekhar Prasad
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Happy 10th year, JCertif!

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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

Daggr Introduced as an Open-Source Python Library for Inspectable AI Workflows

The Gradio team has released Daggr, a new open-source Python library designed to simplify the construction and debugging of multi-step AI workflows. Daggr allows developers to define workflows programmatically in Python while automatically generating a visual canvas that exposes intermediate states, inputs, and outputs for each step in the pipeline.

By Robert Krzaczyński

Article: Why Most Machine Learning Projects Fail to Reach Production

In this article, the author diagnoses common failures in ML initiatives, including weak problem framing and the persistent prototype-to-production gap. The piece provides practical, experience-based guidance on setting clear business goals, treating data as a product, and aligning cross-functional teams for reliable, production-ready ML delivery.

By Wenjie Zi

Podcast: Developers Can Improve the ESG Aspects of Software By Tackling Early Ethical Debt

Erica Pisani, host of the Performance and Sustainability track at QCon London 2025, reflects on lessons from assembling the track and from attending the talks. She touches on the importance of the environmental and social aspects of software and hints at how developers can improve them through small steps in the architecture and practices of software development.

By Erica Pisani

Open Responses Specification Enables Unified Agentic LLM Workflows

OpenAI's Open Responses standardizes agentic AI workflows, tackling API fragmentation and enabling seamless transitions between proprietary and open-source models. Supported by partners like Hugging Face and Vercel, this specification enhances reasoning visibility and tool execution, streamlining complex workflows and boosting productivity for developers. Empower your AI integration today!

By Hien Luu

Cloudflare's Matrix Homeserver Demo Sparks Debate over AI-Generated Code Claims

A Cloudflare blog post claiming a "production-grade" Matrix homeserver on Workers didn't survive community scrutiny. Missing federation, incomplete encryption, and TODO comments in authentication logic pointed to unreviewed AI output. Matrix's Matthew Hodgson welcomed the effort but noted the implementation "doesn't yet constitute a functional Matrix server."

By Steef-Jan Wiggers

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