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@laura_garcia shared a post, 1 month, 3 weeks ago
Software Developer, RELIANOID

𝗖𝗼𝗻𝗳𝟰𝟮 𝗖𝗹𝗼𝘂𝗱 𝗡𝗮𝘁𝗶𝘃𝗲 𝟮𝟬𝟮𝟲

- 𝗖𝗼𝗻𝗳𝟰𝟮 𝗖𝗹𝗼𝘂𝗱 𝗡𝗮𝘁𝗶𝘃𝗲 𝟮𝟬𝟮𝟲 | 𝗔𝗽𝗿𝗶𝗹 𝟮𝟯 | 𝗢𝗻𝗹𝗶𝗻𝗲 Join Conf42 Cloud Native 2026 — a global virtual event focused on cloud-native technologies, Kubernetes, and modern infrastructure. - 𝗪𝗵𝗮𝘁 𝘁𝗼 𝗲𝘅𝗽𝗲𝗰𝘁: Kubernetes & containerization Cloud security & DevSecOps Microservices & scalability Observability & au..

conf42 cloud native 2026 online relianoid
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@simme shared a link, 1 month, 3 weeks ago
Senior Engineering Manager, @canonical

Boring code is an organizational tell

Boring code is an organizational symptom, not an aesthetic failure. Co-change patterns in version control reveal team boundaries before any retrospective does; ownership concentration predicts defects better than code complexity metrics. With agents removing the friction that contained clever code accumulation, the incentive structures that produce boring code have never mattered more.

gradients
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@cloudsignals shared a post, 1 month, 3 weeks ago
Director - Cloud Engineering, osttra

Terraform Production Readiness Cheatsheet

Terraform Terragrunt

Terraform working isn’t enough. Learn what it takes to make it production-ready — from backend design to security and automated pipelines.

Terraform Production Readiness Cheatsheet
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@cloudsignals shared a post, 1 month, 3 weeks ago
Director - Cloud Engineering, osttra

DevSecOps: Rapid & Secure Delivery

SonarQube Vault Kyverno Open Policy Agent (OPA) Trivy

If security is your last step, you’re already too late. This guide shows how to build a DevSecOps pipeline where security is continuous, automated, and invisible to delivery speed.

DevSecOps - Rapid & Secure Delivery
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@varbear shared a link, 1 month, 3 weeks ago
FAUN.dev()

GitHub backs down, kills Copilot PR ‘tips’ after backlash

GitHub revoked Copilot's ability to inject tips into other users' pull requests after reports that Copilot Review inserted aRaycastlink. They disabled agent tips in PR comments, blamed a programming-logic bug, and said they won't turn tips into ads... read more  

GitHub backs down, kills Copilot PR ‘tips’ after backlash
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@varbear shared a link, 1 month, 3 weeks ago
FAUN.dev()

SQLite Features You Didn’t Know It Had: JSON, text search, CTE, STRICT, generated columns, WAL

SQLite packsJSONextraction, expression indexes,FTS5full-text search,CTEs, window functions, andWALinto a single file. It enforcesstrict tables, supportsgenerated columns, and indexes JSON expressions for fast semi-structured queries... read more  

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@varbear shared a link, 1 month, 3 weeks ago
FAUN.dev()

Email address obfuscation: What works in 2026?

The article catalogs obfuscation methods:HTML entities,SVG in an object,display:none, JavaScript decoders, custom encodings, andAES‑256. It coversmailtoobfuscation, redirects (302/301,.htaccess), interaction-gated reveals, accessibility caveats, and ahoneypot-based spam-statistics system... read more  

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@varbear shared a link, 1 month, 3 weeks ago
FAUN.dev()

I told Claude Code to build me an executive assistant. This is what my work as CTO looks like now

CTO at ZAR shares his experience managing 10 engineers, shipping code, and operating at the C-level with an AI assistant named Claude Code. The system allows him to maintain context across multiple workstreams, automate tasks, and scale his productivity. In just three weeks, he has documented 82 mee.. read more  

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@varbear shared a link, 1 month, 3 weeks ago
FAUN.dev()

Python 3.3: The Version That Quietly Rewired Everything

Python 3.3 introduced three key features that have had a lasting impact on Python development. Firstly, yield from simplified the composition of generators by allowing easy delegation between them. Secondly, venv standardized virtual environments in Python, improving isolation and reproducibility of.. read more  

Python 3.3: The Version That Quietly Rewired Everything
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@kaptain shared a link, 1 month, 3 weeks ago
FAUN.dev()

Duolingo's Kubernetes Leap

Duolingo made a bold leap migrating 500+ services to Kubernetes, embracing Argo CD for blue-green deployments and leveraging GitOps for flexibility and control. This shift to a cellular architecture enabled them to isolate environments and manage developer trust while navigating AWS rate limits. Exc.. read more  

Vertex AI is Google Cloud’s end-to-end machine learning and generative AI platform, designed to help teams build, deploy, and operate AI systems reliably at scale. It unifies data preparation, model training, evaluation, deployment, and monitoring into a single managed environment, reducing operational complexity while supporting advanced AI workloads.

Vertex AI supports both custom models and foundation models, including Google’s Gemini model family. It enables organizations to fine-tune models, run large-scale inference, orchestrate agentic workflows, and integrate AI into production systems with strong security, governance, and observability controls.

The platform includes tools for AutoML, custom training with TensorFlow and PyTorch, managed pipelines, feature stores, vector search, and online and batch prediction. For generative AI use cases, Vertex AI provides APIs for text, image, code, multimodal generation, embeddings, and agent-based systems, including support for Model Context Protocol (MCP) integrations.

Built for enterprise environments, Vertex AI integrates deeply with Google Cloud services such as BigQuery, Cloud Storage, IAM, and VPC, enabling secure data access and compliance. It is widely used across industries like finance, healthcare, retail, and science for applications ranging from recommendation systems and forecasting to autonomous research agents and AI-powered products.