Spec-Driven Development Guide : Set Rules Before AI Coding

Spec-Driven Development sets written specs before AI coding; a 4-step flow links requirements, design docs, tests, and QA.
IEEE

Advancements and Challenges in Error Control Coding for Modern Communication Systems: A Comprehensive Review

Abstract: Error control coding (ECC) forms the backbone of modern communication systems, ensuring reliable data transfer despite channel impairments. Over the decades ...
IEEE

Failure management in optical networks with ML: a tutorial on applications, challenges, and pitfalls [Invited]

Abstract: This tutorial identifies and discusses the main design choices and challenges arising in the application of machine learning (ML) to optical network failure management (ONFM), including ...
marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
blockchain

Together AI Drops Largest Open Dataset for Training Coding Agents

TogetherCoder-Preview releases 161K verified coding trajectories achieving 59.4% on SWE-Bench, giving developers unprecedented training data for AI agents. Together AI has released ...