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SPIN Processed News Frame: The Hype

Presentation: Prompt to Prod: Engineering an Autonomous SDLC at Scale

Roblox engineer Andrew Swerdlow presents a framework for scaling AI-driven software development from prompt to production, emphasizing security sandboxes, knowledge extraction from code reviews, infrastructure updates, and new productivity metrics.

Spin 75% Needs Evidence AI Risk Moderate
InfoQ AI / ML / Data Engineering

Aug 24, 2026

SPIN Processed News Frame: The Hype

Presentation: The Multi-Agent Approach: Building Reliable and Controllable Software Development Automation

A presentation outlines a multi-agent AI approach to software development automation, positioning it as a solution to overcome current AI productivity limits in coding.

Spin 85% Needs Evidence AI Risk High
InfoQ AI / ML / Data Engineering

Jul 9, 2026

SPIN Processed News Frame: The Cushion

Presentation: AI Works, Pull Requests Don’t: How AI is Breaking the SDLC and What to Do about it

AI-generated code submissions are overwhelming human review capacity in software development, creating bottlenecks and technical debt, prompting engineering leaders to adopt automated validation tools.

Spin 60% Needs Evidence AI Risk High
InfoQ AI / ML / Data Engineering

Published Jun 26, 2026 · Analyzed Jul 4, 2026