ContentPosts from @jrosetechtree..
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@kala shared a link, 3ย weeks, 6ย days ago
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Qwen3.6-Plus: Towards Real World Agents

Qwen3.6-Plus, the latest release following Qwen3.5 series, offers enhanced agentic coding capabilities and sharper multimodal reasoning. The model excels in frontend web development and complex problem-solving, setting a new standard in the developer ecosystem. Qwen3.6-Plus is available via Alibaba .. read more ย 

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@kala shared a link, 3ย weeks, 6ย days ago
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State of Context Engineering in 2026

Context engineering has evolved in the AI engineering field since mid-2025 with the introduction of patterns for managing context effectively. These patterns include progressive disclosure, compression, routing, retrieval strategies, and tool management, each addressing a different dimension of the .. read more ย 

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@devopslinks shared a link, 3ย weeks, 6ย days ago
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RAM is getting expensive, so squeeze the most from it

The Register contrastszramandzswap. It flags a patch that claims up to 50% fasterzramops. It notes Fedora enableszramby default. It details thatzramprovides compressed inโ€‘RAM swap (LZ4).zswapcompresses pages before writing to disk and requires onโ€‘disk swap... read more ย 

RAM is getting expensive, so squeeze the most from it
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@devopslinks shared a link, 3ย weeks, 6ย days ago
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Scaling a Monolith to 1M LOC: 113 Pragmatic Lessons from Tech Lead to CTO

The post discusses performance issues related to page counts, long cron-job reads, RAM pressure, and offloading work to background jobs. It also touches on common sources of front-end performance issues, the importance of running EXPLAIN on DB queries, and the benefits of cultivating a culture of op.. read more ย 

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@devopslinks shared a link, 3ย weeks, 6ย days ago
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Deployment strategies: Types, trade-offs, and how to choose

Deployment strategies control traffic shifts, rollback speed, and release risk. Options:canary,blueโ€‘green,rolling,feature flags,shadow,immutable, andGitOps. Strategies trade production risk for setup cost. They pair withArgo Rollouts,Kayenta,ArgoCD/Flux, service meshes, and flag platforms. Pipelines.. read more ย 

Deployment strategies: Types, trade-offs, and how to choose
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@devopslinks shared a link, 3ย weeks, 6ย days ago
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Supply Chain Attack on Axios Pulls Malicious Dependency from npm

A supply chain attack on Axios introduced a malicious dependency, plain-crypto-js@4.2.1, published minutes earlier and absent from the projectโ€™s GitHub releases... read more ย 

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@devopslinks shared a link, 3ย weeks, 6ย days ago
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Scaling Autonomous Site Reliability Engineering: Architecture, Orchestration, and Validation for a 90,000+ Server Fle

Cloudways scaled from a bootstrapped startup to a leading managed PHP hosting service, encountering challenges with growing support load. Early on, Cloudways recognized the opportunity to implement an AI-based SRE agent to reduce the burden on support teams and provide faster diagnosis and resolutio.. read more ย 

Scaling Autonomous Site Reliability Engineering: Architecture, Orchestration, and Validation for a 90,000+ Server Fle
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@laura_garcia shared a post, 4ย weeks, 1ย day ago
Software Developer, RELIANOID

๐˜—๐˜ฐ๐˜ด๐˜ต-๐˜˜๐˜ถ๐˜ข๐˜ฏ๐˜ต๐˜ถ๐˜ฎ ๐˜Š๐˜ณ๐˜บ๐˜ฑ๐˜ต๐˜ฐ๐˜จ๐˜ณ๐˜ข๐˜ฑ๐˜ฉ๐˜บ: Preparing for ๐˜๐—ต๐—ฒ ๐—ก๐—ฒ๐˜…๐˜ ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—˜๐—ฟ๐—ฎ

๐Ÿš€ ๐˜—๐˜ฐ๐˜ด๐˜ต-๐˜˜๐˜ถ๐˜ข๐˜ฏ๐˜ต๐˜ถ๐˜ฎ ๐˜Š๐˜ณ๐˜บ๐˜ฑ๐˜ต๐˜ฐ๐˜จ๐˜ณ๐˜ข๐˜ฑ๐˜ฉ๐˜บ: Preparing for ๐˜๐—ต๐—ฒ ๐—ก๐—ฒ๐˜…๐˜ ๐—–๐˜†๐—ฏ๐—ฒ๐—ฟ๐˜€๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐—˜๐—ฟ๐—ฎ Quantum computers are approaching, and with them comes a threat to traditional encryption like RSA and ECC. At ๐—ฅ๐—˜๐—Ÿ๐—œ๐—”๐—ก๐—ข๐—œ๐——, weโ€™re taking action now to ensure your infrastructure stays secure in a post-quantum world. How weโ€™re prepar..

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@eon01 shared a post, 4ย weeks, 1ย day ago
Founder, FAUN.dev

16 Things Anthropic Didn't Want You to Know About Claude Code

Claude Code

Earlier today (March 31, 2026), Anthropic accidentally shipped the full source code of Claude Code inside an npm package. The 512,000 lines of TypeScript have since been picked apart by the developer community, and what's inside is more revealing than anyone expected.

Claude Code Leaked
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@kala shared an update, 4ย weeks, 1ย day ago
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Anthropic Accidentally Leaks Claude Code's Entire Source Code via npm

#Claude ...ย  #Claude ...ย  #NPMย  #Anthrop...ย  #AIย 
Claude Code

Anthropic shipped a source map file inside the latest npm release of Claude Code - and with it, the full source code of its flagship AI coding CLI. The leak exposed 512,000 lines of TypeScript across 1,900 files, 43 built-in tools, 44 feature flags, 26 hidden slash commands, and over 120 secret environment variables. It is one of the most detailed accidental exposures of a commercial AI product's internals to date.

Claude Code leaked source