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220 writings found
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The Hidden Complexity of Scheduling Jobs When Your Cloud Keeps Disappearing
Google Research tackles the messy reality of cloud scheduling where capacity constantly fluctuates and one wrong decision can cascade into complete failure.
Building Tools So AI Agents Can Actually Show Their Work
Two new CLI tools tackle a critical gap in AI-assisted development: proving that agent-generated code actually works without spending hours on manual QA.
Building Tools So AI Agents Can Actually Show You What They Made
Simon Willison built Showboat and Rodney to solve a critical problem: getting coding agents to demonstrate their work without cheating.
DialogLab: Google's Framework for Multi-Party AI Conversations
Google's DialogLab prototype bridges scripted and generative conversations, enabling developers to build realistic multi-agent AI interactions
Showboat and Rodney: Making AI Agents Prove Their Work
New CLI tools that force coding agents to demonstrate what they built, not just claim the tests pass. Because passing tests don't mean working software.
Continuous AI: Why GitHub is Betting on Agents That Reason, Not Just Execute
GitHub Next introduces Continuous AI, a new pattern for automating judgment-heavy engineering work that CI was never designed to handle.
Continuous AI: The Missing Layer Between CI and Human Judgment
GitHub Next explores background agents that handle judgment-heavy tasks CI was never designed for. Here's what that means for how we build software.
The Dark Factory: Building Software Without Ever Looking at the Code
StrongDM's AI team ships production software written entirely by agents, using Digital Twin Universes and holdout scenarios instead of human code review.
Context Engineering: The New Frontier in AI-Assisted Development
As coding agents evolve, context engineering becomes crucial. Here's what developers need to know about rules, skills, and the art of prompt curation.
How Meta Solved Passkey Authentication for Headsets Without Scannable Screens
Meta's novel approach to WebAuthn for XR devices reveals a clever workaround for passkey flows when QR codes aren't possible.
The Dark Factory: Building Software Without Looking at the Code
StrongDM's AI team ships production software using agents that write code no human reviews. Here's how they test it and why it might actually work.
Cerebras Raises $1B: The Chip That Won't Be Cut
Cerebras' wafer-scale chip defies semiconductor convention. A look at why using an entire silicon wafer might actually make sense for AI workloads.
Google's Natively Adaptive Interfaces: When AI Finally Gets Accessibility Right
Google Research unveils NAI, a multimodal AI framework that adapts interfaces to individual needs. Co-designed with disability communities, not for them.
Distributing Go Binaries Through PyPI: A Pattern Worth Stealing
Publishing Go binaries to PyPI via wheels opens up a fascinating way to distribute cross-platform tools. Here's why this matters for Python developers.
Shipping Go Binaries Through PyPI: A Surprisingly Elegant Hack
Why distributing compiled Go programs through Python's package index might be the most practical cross-language distribution pattern we've seen in years