GitHub availability report: June 2026
Last month, we added a new section to our monthly reports with updates on GitHub’s availability work and the infrastructure investments behind it. The response and the questions we heard…
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From scanner coverage to AI governance
Most enterprises use a handful of different security scanners, each configured and enforced, project by project. With no single view of what scanners run where, policies drift, blind spots go…
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How Datadog Used Claude and Cursor for Test-Driven Production Migration
In a recent article, Datadog engineer Arnold Wakim shared what worked, what didn’t, and the lessons they learned while evolving a critical production system using AI to overcome hard limits…
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Meta debuts Muse Spark 1.1 — its first paid AI model
Meta on Thursday rolled out Muse Spark 1.1, a major update to its AI platform, just three months after launching its first model under AI chief Alexandr Wang. The launch…
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Rethinking infrastructure access in the age of agentic AI
Traditional identity and access management (IAM) models were built with human users with predictable access patterns. However, AI agents operate in a different manner. Agents can reason and invoke tools,…
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Gateway API v1.5: Moving features to Stable
Tuesday, April 21, 2026 The Kubernetes SIG Network community presents the release of Gateway API (v1.5)! Released on February 27, 2026, version 1.5 is our biggest release yet, and concentrates…
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The 2026 Agent Confidence Index: Where 300 builders see real momentum
A couple of months ago, I sat across from my nine-year-old daughter’s teachers at a parent-teacher conference. They were kind but concerned. She takes her time on assignments, they said,…
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Run isolated sandboxes with full lifecycle control: AWS Lambda introduces MicroVMs
Today, we are announcing AWS Lambda MicroVMs, a new serverless compute primitive within AWS Lambda that lets you run code generated by users or AI in isolated, stateful execution environments….
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Mezmo Open Sources AI SRE Operations
Site reliability engineering has been quietly buckling under its own success. The scope of what SRE teams are expected to own — observability, incident response, telemetry pipelines, capacity, cost, resilience…
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How GitHub gave every repository a durable owner
GitHub has over 14,000 repositories across our primary internal GitHub organization. As of early 2025, there were over 11,000 non-archived repositories, the vast majority of which with no clear owner….
