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What is autonomous validation? The future of CI/CD in the AI era

CircleCI droppedautonomous validation, a smarter CI/CD that thinks on its feet. It scans your code, predicts breakage, runs only the tests that matter - and fixes the easy stuff on its own. If things get messy, it hands off full context so you’re not digging through logs. Bonus: it keeps learning fr..

What is autonomous validation? The future of CI/CD in the AI era
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@kala shared an update, 1 week, 1 day ago
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FSF Talks GPL Compliance and AI Code at GNU Cauldron

The FSF's Licensing and Compliance Lab engaged with GNU toolchain maintainers at GNU Cauldron to discuss GPL compliance, AI-generated code, and attribution in containerized environments.

FSF Talks GPL Compliance and AI Code at GNU Cauldron
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@varbear shared an update, 1 week, 1 day ago
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Arkade’s New Off-Chain Protocol Promises Smoother Bitcoin Transactions

Arkade introduces a new protocol to enhance Bitcoin's global financial capabilities by enabling offchain payments and transaction batching, inviting developers to explore its public beta.

Arkade’s New Off-Chain Protocol Promises Smoother Bitcoin Transactions
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@kala shared an update, 1 week, 1 day ago
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Anthropic Scales Up Google Cloud TPUs to Power Next-Gen AI Research

Google Kubernetes Engine (GKE)

Anthropic plans a major expansion of its Google Cloud TPU usage to enhance AI research and development, driven by increasing customer demand and valued at tens of billions of dollars.

Anthropic Scales Up Google Cloud TPUs to Power Next-Gen AI Research
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MinIO Pulls Docker Images and Documentation - Community Calls Move "Malicious" and "Lock-In Strategy"

MinIO

MinIO transitions to a source-only distribution model, ending pre-compiled Docker images, sparking community concerns over security and feature removal.

MinIO GitHub Issue
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Cloudflare Turns Workers into an Email Platform - Private Beta Begins.

Cloudflare Workers Cloudflare

Cloudflare introduces a private beta for its Email Service, integrating email sending into Workers to streamline email management and enhance delivery reliability for developers.

Cloudflare Turns Workers into an Email Platform - Private Beta Begins.
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@devopslinks shared an update, 1 week, 2 days ago
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A New Terraform Alternative Has Arrived - Platform Engineering Labs Launches Formae

formae Terraform

Platform Engineering Labs introduces formae, an open-source IaC platform, to streamline cloud resource management and replace traditional systems like Terraform.

A New Terraform Alternative Has Arrived - Platform Engineering Labs Launches Formae
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@devopslinks added a new tool formae , 1 week, 2 days ago.
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Even Your Bed Isn’t Safe from AWS Outages - Eight Sleep Learns the Hard Way

Amazon Web Services

An AWS outage disrupted Eight Sleep's smart beds, prompting plans for an "outage mode" to enhance system resilience and prevent future connectivity issues.

Eight Sleep technology
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@kala shared an update, 1 week, 2 days ago
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Mistral AI Studio Launches: Streamlining AI from Prototype to Production

Mistral AI Studio

Mistral AI Studio launches to aid enterprise AI teams in moving from prototypes to production with enhanced infrastructure and governance features.

Mistral AI Studio Marketplace
Grafana Tempo is a distributed tracing backend built for massive scale and low operational overhead. Unlike traditional tracing systems that depend on complex databases, Tempo uses object storage—such as S3, GCS, or Azure Blob Storage—to store trace data, making it highly cost-effective and resilient. Tempo is part of the Grafana observability stack and integrates natively with Grafana, Prometheus, and Loki, enabling unified visualization and correlation across metrics, logs, and traces.

Technically, Tempo supports ingestion from major tracing protocols including Jaeger, Zipkin, OpenCensus, and OpenTelemetry, ensuring easy interoperability. It features TraceQL, a domain-specific query language for traces inspired by PromQL and LogQL, allowing developers to perform targeted searches and complex trace-based analytics. The newer TraceQL Metrics capability even lets users derive metrics directly from trace data, bridging the gap between tracing and performance analysis.

Tempo’s Traces Drilldown UI further enhances usability by providing intuitive, queryless analysis of latency, errors, and performance bottlenecks. Combined with the tempo-cli and tempo-vulture tools, it delivers a full suite for trace collection, verification, and debugging.

Built in Go and following OpenTelemetry standards, Grafana Tempo is ideal for organizations seeking scalable, vendor-neutral distributed tracing to power observability at cloud scale.