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FRESH PICKS

News for product and engineering teams

Ideas and shifts that matter to people who design, build and run software—a concise pulse check for your craft.

News for product and engineering teams

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Development
DevelopmentInfoQApr 1, 2026

Presentation: The Principal Engineer’s Path: Skills, Strategies, and Lessons Learned

Sophie Weston explains that technical careers are winding journeys, not straight ladders. Drawing on 30 years of experience, she shares how senior ICs can become "broken combs" by broadening skills in systems thinking and strategy. She…

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AI for development
AI for developmentInfoQApr 1, 2026

Cloudflare Launches Dynamic Workers Open Beta: Isolate-Based Sandboxing for AI Agent Code Execution

Cloudflare has released Dynamic Worker Loader into open beta, offering V8 isolate-based sandboxing for AI-generated code execution. The company claims isolates start in milliseconds, using megabytes of memory, making them roughly 100x…

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Databases
DatabasesPlanet PostgreSQLApr 1, 2026

Antony Pegg: Replicating CrystalDBA With pgEdge MCP Server Custom Tools

A disclaimer before we start: I'm product management, no longer an engineer. I can read code, I can write it … incredibly slowly. I understand PostgreSQL at a product level, and I know what questions to ask. But the code in this project…

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Development
DevelopmentInfoQMar 31, 2026

PyPI Supply Chain Attack Compromises LiteLLM, Enabling the Exfiltration of Sensitive Information

Discovered by FutureSearch researcher Callum McMahon, a supply chain attack against LiteLLM on PyPI resulted in over 40 thousand downloads of a compromised version that installed a malicious payload capable of harvesting and exfiltrating…

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AI for development
AI for developmentInfoQMar 31, 2026

Agentic AI Patterns Reinforce Engineering Discipline

Paul Duvall recently discussed his library of engineering patterns for AI assisted development and practices that ground high quality delivery. Related discussions from Paul Stack and Gergely Orosz highlight a shift toward remixing and…

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DevOps & cloud
DevOps & cloudAWS News BlogMar 31, 2026

Announcing the AWS Sustainability console: Programmatic access, configurable CSV reports, and Scope 1–3 reporting in one place

AWS announces the Sustainability console, a new standalone service that consolidates carbon emissions reporting and resources, giving sustainability teams independent access to Scope 1, 2, and 3 emissions data without requiring billing…

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DevOps & cloud
DevOps & cloudDocker BlogMar 31, 2026

Run and Iterate on LLMs Faster with Docker Model Runner on DGX Station

Back in October, we showed how Docker Model Runner on the NVIDIA DGX Spark makes it remarkably easy to run large AI models locally with the same familiar Docker experience developers already trust. That post struck a chord: hundreds of…

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DevOps & cloud
DevOps & cloudDocker BlogMar 31, 2026

Docker Sandboxes: Run Agents in YOLO Mode, Safely

Agents have crossed a threshold. Over a quarter of all production code is now AI-authored, and developers who use agents are merging roughly 60% more pull requests. But these gains only come when you let agents run autonomously. And to…

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AI for development
AI for developmentEngineering at MetaMar 31, 2026

Meta Adaptive Ranking Model: Bending the Inference Scaling Curve to Serve LLM-Scale Models for Ads

Meta continues to lead the industry in utilizing groundbreaking AI Recommendation Systems (RecSys) to deliver better experiences for people, and better results for advertisers. To reach the next frontier of performance, we are scaling…

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AI for development
AI for developmentGitHub BlogMar 31, 2026

Agent-driven development in Copilot Applied Science

I used coding agents to build agents that automated part of my job. Here's what I learned about working better with coding agents. The post Agent-driven development in Copilot Applied Science appeared first on The GitHub Blog.

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DevOps & cloud
DevOps & cloudInfoQMar 31, 2026

Presentation: Hidden Decisions You Don’t Know You’re Making

Dan Fike and Shawna Martell explain how "hidden decisions" silently shape software architecture and engineering culture. By examining the invisible defaults behind CI/CD bottlenecks, platform complexity, and misaligned metrics, they share…

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DevOps & cloud
DevOps & cloudCloudflare BlogMar 31, 2026

Introducing Programmable Flow Protection: custom DDoS mitigation logic for Magic Transit customers

Magic Transit customers can now program their own DDoS mitigation logic and deploy it across Cloudflare’s global network. This enables precise, stateful mitigation for custom and proprietary UDP protocols.

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