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Last week's must-read news and stories from the DevOps communityDevOps Weekly Newsletter, DevOpsLinks, a FAUN Newsletter.
 
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Last week's must-read news and stories from the DevOps community
DevOpsLinks
 
Curated DevOps news, tutorials, tools and more!
 
 
⭐ Patrons
 
www.manageengine.com www.manageengine.com
 
Boost your cloud operational efficiency with ManageEngine Applications Manager!
 
 
Applications Manager now provides even more comprehensive AWS monitoring! With extended support for 11 new services, our enhanced catalog (now featuring over 100 cloud services) equips you with the tools for proactive management and optimized performance across integration, migration, storage, and security. Ensure a resilient cloud infrastructure with centralized AWS oversight. Download now !
 
 

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ℹ️ News, Updates & Announcements
 
torrentfreak.com torrentfreak.com
 
Court Orders Google to Poison Public DNS to Prevent IPTV Piracy
 
 

In an unexpected twist, the Court of Milan has tasked Google with adjusting its Public DNS to curb access to pirate sites, spotlighting the widening influence of the Piracy Shield. AGCOM cheered this move, as Serie A's claims of piracy against Google went unchallenged, marking a critical juncture in Italy's fight against piracy.

 
 
arstechnica.com arstechnica.com
 
Cloudflare turns AI against itself with endless maze of irrelevant facts
 
 

Cloudflare introduced the "AI Labyrinth," an innovation to thwart unauthorized AI data scraping. This clever strategy directs bots into realistic yet inconsequential content. It skillfully redirects crawlers, harnessing their computing might without being exposed. Utilizing scientifically accurate material produced by its Workers AI service, the method ensures authenticity and steers clear of any misinformation hazards.

 
 
clickhouse.com clickhouse.com
 
ClickHouse acquires HyperDX: The future of open-source observability
 
 

ClickHouse has scooped up HyperDX, infusing open-source observability with a spruced-up UI and session replay. With its storage wizardry, ClickHouse cuts costs by a whopping tenfold, revolutionizing metrics and debugging. HyperDX stays loyal to OpenTelemetry and boasts a robust tie-in with Grafana, expanding its cloud services and pushing the envelope on open-source offerings.

 
 
www.polymerhq.io www.polymerhq.io
 
GitHub targeted in supply chain attack
 
 

The 'tj-actions/changed-files' GitHub Action recently suffered a supply chain breach, baring sensitive secrets from CI/CD logs. Crafty attackers crept in using a GitHub personal access token tied to a bot account, enabling them to smuggle out data. Their cunning involved embedding harmful code to extract CI/CD secrets, including AWS keys and private RSA keys. GitHub swiftly revoked the compromised token, bolstered security protocols, and advised immediate secret rotation coupled with a thorough workflow assessment. To fend off similar perils, they recommend pinning dependencies and deploying real-time Data Loss Prevention (DLP) solutions.

 
 
 
🐾 From FAUNers
 
faun.pub faun.pub
 
Multi-tenancy in 2025 and beyond
 
 

Kubernetes' journey in multi-tenancy meanders from mere namespace isolation to the innovative realms of virtual clusters and internal platforms (IKPs). These solutions gallantly address the thorny issue of cluster sprawl and rising costs. A shining beacon, vCluster, shines by creating virtual clusters with their own autonomous control planes, promoting resource efficiency while safeguarding multi-tenancy. Meanwhile, IKPs waltz in as ready-made platforms, smoothing Kubernetes adoption and lightening the burden of management chores.

 
 
faun.dev faun.dev
 
Observability 2.0 - The Best Thing Since Sliced Bread
 
 

Observability 2.0 revolutionizes conventional monitoring by weaving continuous feedback into the software development tapestry. It demands clear insight at every step of software creation. By merging debugging tools with IDEs, developers swiftly squash bugs, keeping code quality top-tier. Advanced telemetry capture and analytics forecast potential system hiccups, aiding in effective scaling and resource management. Real-time dashboards spotlight system wellness, equipping developers to navigate cloud-native and containerized landscapes with ease.

 
 
faun.dev faun.dev
 
Jira Automation Guide With Samples
 
 

Atlassian seizes 86.63% of the bug-tracking market, thanks to Jira's flexibility and customizability, particularly in automating both project-specific and global tasks. Only admins wield the power to create automation rules using components like triggers and conditions, with advanced features tucked away for Premium and Enterprise users.

 
 

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🔗 Stories, Tutorials & Articles
 
wesql.io wesql.io
 
Scaling Database Connections   ✅
 
 

Databases limit the number of connections to save resources like memory and reduce performance impact on the system. Connection pooling helps by reusing connections and addressing the limitations of scaling. Efficient state management is essential for connection multiplexing, allowing multiple clients to share connections without conflicts.

 
 
container-solutions.com container-solutions.com
 
Why I'm No Longer Talking to Architects About Microservices
 
 
The microservices debate swims in murky waters, plagued by the absence of a unifying definition. Dialogues frequently drift into the abstract, overlooking tangible business goals. Embracing microservices without reshaping the organization dooms efforts, adding technical knots without untangling inefficiencies.
 
 
www.fermyon.com www.fermyon.com
 
Looking Ahead to WASIp3
 
 

WASIp3 boosts concurrency with an asynchronous function ABI and support for generic types, letting multiple tasks run in parallel within WebAssembly apps. The component model makes handling asynchronous operations straightforward, which promotes effortless cross-language code reuse.

 
 
blog.oodle.ai blog.oodle.ai
 
Scaling Prometheus: From Single Node to Enterprise-Grade Observability
 
 
Prometheus operates as a solitary, pull-driven monitoring system, archiving data in a refined format with PromQL for queries. Memory and local disk play the role of custodians for data, yet they face scalability hurdles amid cardinality explosion. Linking multiple servers can somewhat ameliorate visibility, but more robust solutions like Thanos or Cortex tap into object storage for extended retention. Victoria Metrics shines with a breezier setup, leveraging disk storage and an exclusive optimized file structure.
 
 
simonwillison.net simonwillison.net
 
Here’s how I use LLMs to help me write code
 
 

LLMs shine as brisk and remarkably self-assured pair programming sidekicks that untangle intricate coding challenges. While these models can foresee token sequences in code, vigilant human supervision remains necessary for both precision and thorough testing. Their proficiency can ebb when up against libraries developed after their training cut-off dates, which can sometimes throw a wrench into their usefulness.

 
 
github.blog github.blog
 
Finding leaked passwords with AI: How we built Copilot secret scanning
 
 

In October 2024, GitHub announced the general availability of Copilot secret scanning, leveraging AI to detect generic passwords in users’ codebases. The approach used combines offline evaluation, testing, and model iteration to improve accuracy and decrease false positives. With a focus on precision, effective resource management, and collaborative innovation, Copilot secret scanning is now a critical component for robust application security.

 
 
data.finops.org data.finops.org
 
The State of FinOps   ✅
 
 

The 5th Annual State of FinOps survey conducted from within the FinOps Foundation community of large cloud spenders is now available. Here you'll find the takeaways from the survey which surveyed large companies responsible for over $69bn of cloud spend.

 
 
 
⚙️ Tools, Apps & Software
 
github.com github.com
 
marverix/gah
 
 

gah is a GitHub Releases app installer, that does not require sudo

 
 
github.com github.com
 
pandaci-com/PandaCI
 
 

A modern CI/CD platform where you code your pipelines with TypeScript

 
 
github.com github.com
 
InftyAI/Awesome-LLMOps
 
 

An awesome & curated list of best LLMOps tools.

 
 
github.com github.com
 
DeepSourceCorp/globstar
 
 

Globstar is a fast, feature-rich, and open-source static analysis toolkit for writing and running code checkers. Based on tree-sitter.

 
 
github.com github.com
 
VersusControl/versus-incident
 
 

An open-source incident management tool supporting multi-channel alerting, customizable messages, and on-call integrations.

 
 
github.com github.com
 
xpipe-io/xpipe
 
 

Access your entire server infrastructure from your local desktop

 
 

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🤔 Did you know?
 
 

Did you know that Pinterest uses GraphQL to power its mobile apps more efficiently? Before switching, Pinterest’s mobile clients were over-fetching data using REST APIs, leading to slower load times and wasted bandwidth. With GraphQL, Pinterest apps can request exactly the data they need in a single query, making the experience faster and more efficient. This change significantly improved performance, especially in regions with slower internet connections, and helped Pinterest scale its mobile experience to hundreds of millions of users worldwide.

 
 
😂 Meme of the week
 
 
 
 
🗣️ Quote of the week
 
 

"Software engineering is programming integrated over time." ~ Quote from "Software Engineering at Google" by Titus Winters,

 
 
❤️ Thanks for reading
 
 
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