I built a Go microservices framework in 2017.
Aafaq Zahid open-sourced Keel, a Go microservices framework he extracted from eight years of production systems... read more
Updates and recent posts about formae.. Link
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Lessons from building Code: How we use skills
The Claude Code team catalogs Anthropic's hundreds of internal skills into 9 categories, arguing the best skills fit one cleanly and that verification skills deliver the highest measurable gains, worth an engineer-week each... read more
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Hacking Google with A.I. for $500,000
A security researcher used an AI fuzzing harness against 1,500+ Google APIs and earned $500,000 in bug bounties, surfacing access-control flaws across Google Voice, Widevine, AdExchange, and internal Cloud Console GraphQL endpoints... read more
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The Smallest Brain You Can Build
Devarsh Ranpara builds a single-input perceptron from scratch in Python with browser demos, using the weight, bias, and decision boundary to show why a line forced through zero cannot separate classes that sit far from it... read more
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Breaking free of a single datacenter: Practical geo-distributed AI operations with the k0smos platforms
This post discusses the challenges of leveraging distributed resources for AI workloads and the role of Kubernetes in addressing these challenges. The k0smos stack is highlighted as a solution for operating geo-distributed AI infrastructure, divided into three technical layers: k0s, k0smotron, and k.. read more
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Kubernetes' Default CoreDNS Configuration is insecure
CoreDNS pods insecure option is the default in Kubernetes as it allows for the creation of arbitrary DNS A records. Combined with wildcard SSL certs, it poses a security risk, highlighted by Cilium's handling of network policies in the face of DNS manipulation. Time to shift to a more secure DNS con.. read more
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From Dashboard to Headlamp: Understanding the Transition
The Kubernetes Dashboard project has been archived, with Headlamp now carrying the legacy forward by offering a visual interface with enhanced capabilities like multi-cluster visibility and application-centric views. Headlamp keeps familiar workflows, while expanding to support multi-cluster environ.. read more
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Eliminating Kubernetes Image Signature Replication
The Kubernetes image promoter no longer replicates container image signatures across regions. The rewrite drops that replication entirely, cuts latency, and simplifies the codebase, while keeping signature verification working seamlessly for end users. Next, the project is moving to OCI 1.1 referrer.. read more
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Benchmarking KubeVirt performance with virtbench
Portworx released "virtbench," an open-source CLI that lets platform teams run reproducible KubeVirt benchmarks and assess VM readiness, rather than rely on pod health as a proxy... read more
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@kala shared a link, 2 weeks, 5 days ago
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Announcing Stack Overflow for Agents
Stack Overflow's team opened the beta for "Stack Overflow for Agents", an API-first knowledge exchange that lets coding agents use Stack Overflow through human-owned accounts. The beta points to a clear model: developers connect agents to their own accounts, and Stack Overflow's team can link agent .. read more
That's where formae comes in. It's an IaC (Infrastructure-as-Code) platform that unifies your live environment into a single, versioned system of record, giving you the power to safely manage and evolve it with code.
What makes formae different is that it's the only platform that accepts reality, constantly and automatically discovering and codifying your entire environment into a single source of truth. This is what provides the ultimate benefit: the confidence to manage and evolve your infrastructure safely, without the messiness and toil of the past.
