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Practical writing on software architecture, SaaS products, AI automation, legacy modernisation, and the business of building reliable systems.

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Curated links from external sources — not 360Softy original articles.

ExternalCloud
Google Cloud Blog

Frontier and Center: Who evaluates the evaluations?

Editor’s note: Some of the most interesting questions in AI are being asked by information theoreticians, around how to provide context to an emerging class of AI agents. A few weeks ago, we waded into those waters with a blog about the Open Knowledge Format, a specification that formalizes the LLM-wiki pattern into a portable, interoperable format to represent the metadata, context, and curated knowledge that modern AI systems need to operate. That blog generated a ton of interest, so we’ve dec

AI & Machine LearningApplication DevelopmentData Analytics
Google Cloud BlogRead original
ExternalSoftware Engineering
GitHub Blog

Better tools made Copilot code review worse. Here’s how we actually improved it.

How migrating Copilot code review to shared Unix-style code exploration tools reduced review cost by reshaping agent workflows around pull request evidence. The post Better tools made Copilot code review worse. Here’s how we actually improved it. appeared first on The GitHub Blog.

AI & MLArchitecture & optimizationEngineering
GitHub BlogRead original
External
The Hacker News

Six New U-Boot Flaws Could Let Malicious Images Crash Devices or Run Code at Boot

Researchers at firmware security firm Binarly have found six new flaws in U-Boot, the small program that starts up hardware as varied as home routers, smart cameras, and the management chips inside data-center servers. Four of the bugs can crash a device. The other two could let an attacker who slips a malicious image in front of the bootloader run their own code, before the device

The Hacker NewsRead original
ExternalSoftware Engineering
GitHub Changelog

Agentic autofix for code scanning alerts in public preview

Agentic autofix is now in public preview for code scanning alerts. It remediates alerts by working across your codebase the way a developer would: it explores relevant files, proposes a… The post Agentic autofix for code scanning alerts in public preview appeared first on The GitHub Blog.

GitHub ChangelogRead original
ExternalFrontend Development
Vercel Blog

Traces now support Tree and Waterfall views

now support Tree and Waterfall views. See span hierarchy, critical path, and timing without leaving the log entry.Traces in Vercel Logs The Tree view groups spans by parent and child. On load, spans are sorted by duration so the slowest appear first. The Waterfall view places every span on one chronological axis, showing what ran in parallel and where time was lost. Read the to learn more.Tracing documentation Read more

Vercel BlogRead original

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