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        <title>Karify98 — Tech &amp; AI Blog</title>
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        <description>Articles about AI, DevOps, Node.js, and software development by Nam Đen</description>
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            <title><![CDATA[Google I/O 2026: The Agentic AI Era and What Developers Need to Know]]></title>
            <link>https://www.karify98.site/en/posts/google-io-2026-agentic-ai-developers</link>
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            <pubDate>Fri, 29 May 2026 05:25:00 GMT</pubDate>
            <description><![CDATA[Google I/O 2026 wasn't just a model launch. It was a manifesto for an era where AI doesn't just answer questions — it acts. How will Gemini 3.5 Flash, Antigravity 2.0, and Managed Agents change the way developers work?]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>google-io-2026</category>
            <category>gemini</category>
            <category>antigravity</category>
            <category>ai-agent</category>
            <category>developer-tools</category>
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            <title><![CDATA[Gemini 3.5 Flash: The Next Leap in AI Agents and Coding]]></title>
            <link>https://www.karify98.site/en/posts/gemini-35-flash-agentic-ai-2026</link>
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            <pubDate>Fri, 29 May 2026 05:15:00 GMT</pubDate>
            <description><![CDATA[Google launches Gemini 3.5 Flash — a new AI model with breakthrough agentic and coding capabilities, 4x faster than other frontier models. What does this mean for developers?]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>gemini</category>
            <category>google-ai</category>
            <category>ai-agent</category>
            <category>coding-assistant</category>
            <category>llm</category>
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            <title><![CDATA[AI Coding Slower, Better: Why the '10x Productivity' Hype Is Being Challenged]]></title>
            <link>https://www.karify98.site/en/posts/ai-code-slower-better</link>
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            <pubDate>Thu, 28 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Nolan Lawson's essay hit 1,219 points on Hacker News with a contrarian take: use AI to review bugs, find edge cases, and write better code — slower but stronger.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding</category>
            <category>code-review</category>
            <category>productivity</category>
            <category>vibe-coding</category>
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        <item>
            <title><![CDATA[Docker v29 Breaks Backward Compatibility: 3 Major Changes and How to Migrate Safely]]></title>
            <link>https://www.karify98.site/en/posts/docker-v29-breaking-changes-migration-2026</link>
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            <pubDate>Thu, 28 May 2026 08:00:00 GMT</pubDate>
            <description><![CDATA[Docker Engine v29 makes containerd image store the default, raises minimum API version to 1.44, and adds nftables support. Here's what developers and DevOps need to know.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>docker</category>
            <category>devops</category>
            <category>containerd</category>
            <category>migration</category>
            <category>infrastructure</category>
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        <item>
            <title><![CDATA[Google AI Mode Hits 1 Billion Users, But DuckDuckGo Surged 28% — What's Going On?]]></title>
            <link>https://www.karify98.site/en/posts/google-ai-mode-duckduckgo-tang-28-percent-2026</link>
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            <pubDate>Thu, 28 May 2026 07:30:00 GMT</pubDate>
            <description><![CDATA[Google I/O 2026 announced AI Mode has 1 billion monthly active users. But that same week, DuckDuckGo visits surged 27.7%. What is the user backlash telling us?]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>google-search</category>
            <category>duckduckgo</category>
            <category>ai-mode</category>
            <category>privacy</category>
            <category>search-engine</category>
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        <item>
            <title><![CDATA[DeepSeek V4-Pro Cuts Prices by 75% Permanently: Is the LLM Pricing War Over?]]></title>
            <link>https://www.karify98.site/en/posts/deepseek-v4-pro-giam-gia-vinh-vien-2026</link>
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            <pubDate>Thu, 28 May 2026 07:00:00 GMT</pubDate>
            <description><![CDATA[DeepSeek just made its 75% discount permanent. V4-Pro is now $0.87/1M output tokens — 34x cheaper than GPT-5.5. The strongest signal yet for developers building cost-effective AI applications.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>deepseek</category>
            <category>llm-pricing</category>
            <category>ai-api</category>
            <category>cost-optimization</category>
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            <title><![CDATA[AI Coding Agents Hit Product-Market Fit — What It Means For Developers]]></title>
            <link>https://www.karify98.site/en/posts/ai-coding-agent-product-market-fit-2026</link>
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            <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Anthropic is about to report its first profitable quarter, and OpenAI is pouring 32% of its workforce into enterprise sales. The data is clear: coding agents are no longer an experiment — developers need to prepare for a world where AI agents are the primary tool.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>coding-agent</category>
            <category>claude-code</category>
            <category>codex</category>
            <category>ai</category>
            <category>developer</category>
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            <title><![CDATA[Claude Code Mastery: From Casual User to Daily Driver]]></title>
            <link>https://www.karify98.site/en/posts/claude-code-mastery</link>
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            <pubDate>Thu, 28 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A deep dive into advanced Claude Code patterns — plan mode, CLAUDE.md, skills, subagents — that help developers achieve 2-3x quality improvements.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>claude-code</category>
            <category>ai-coding</category>
            <category>developer-tools</category>
            <category>productivity</category>
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        <item>
            <title><![CDATA[AI Agents Burning Too Many Tokens? Context Engineering Is the Answer]]></title>
            <link>https://www.karify98.site/en/posts/context-engineering-optimize-ai-coding-agents-2026</link>
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            <pubDate>Wed, 27 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Two open-source projects trending on GitHub show a new direction: optimizing how AI coding agents understand codebases instead of dumping entire files into prompts. CodeGraph uses knowledge graphs to cut tokens, andrej-karpathy-skills uses CLAUDE.md to control agent behavior.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding</category>
            <category>context-engineering</category>
            <category>codegraph</category>
            <category>claude-code</category>
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        <item>
            <title><![CDATA[Kubernetes Gateway API: Goodbye Ingress, Hello Gateway]]></title>
            <link>https://www.karify98.site/en/posts/gateway-api-thay-the-ingress</link>
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            <pubDate>Wed, 27 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Ingress NGINX is no longer receiving security patches. Gateway API is the next step — more flexible, standardized, and annotation-free.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>kubernetes</category>
            <category>gateway-api</category>
            <category>envoy</category>
            <category>ingress</category>
            <category>devops</category>
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        <item>
            <title><![CDATA[Simple Programming Languages and AI Coding Agents]]></title>
            <link>https://www.karify98.site/en/posts/ngon-ngu-lap-trinh-don-gian-ai-agent</link>
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            <pubDate>Wed, 27 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[AI coding agents perform significantly better with languages and ecosystems that have less fragmentation. Go, Rails, and Rust produce more stable and reliable output than JavaScript or Python — a trend that will reshape how developers choose their tech stack.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai</category>
            <category>coding-agent</category>
            <category>llm</category>
            <category>golang</category>
            <category>software-engineering</category>
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        <item>
            <title><![CDATA[63% of AI Chip Costs Go to Memory: The Real Bottleneck Has Shifted]]></title>
            <link>https://www.karify98.site/en/posts/hbm-chiem-63-chi-phi-chip-ai</link>
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            <pubDate>Tue, 26 May 2026 01:16:00 GMT</pubDate>
            <description><![CDATA[Epoch AI found HBM accounts for 63% of AI chip component costs, up from 52% in just 18 months. Nvidia B200 spends $3,200 on memory alone. All three HBM manufacturers are sold out through 2027.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-chips</category>
            <category>hbm</category>
            <category>memory</category>
            <category>gpu</category>
            <category>infrastructure</category>
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        <item>
            <title><![CDATA[DORA 2025: 90% of Developers Now Use AI in Daily Work]]></title>
            <link>https://www.karify98.site/en/posts/dora-2025-ai-tang-90-developer</link>
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            <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Google's DORA 2025 report shows AI is no longer a trend — it has become an indispensable tool for nearly all developers.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>dorreport</category>
            <category>ai-adoption</category>
            <category>developer-productivity</category>
            <category>software-engineering</category>
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        <item>
            <title><![CDATA[Platform Engineering 2026: 80% Organizations Have Adopted — Are You Falling Behind?]]></title>
            <link>https://www.karify98.site/en/posts/platform-engineering-80-percent-adopt-2026</link>
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            <pubDate>Tue, 26 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Gartner predicts 80% of software engineering organizations will have platform teams by 2026. This article analyzes the reasons, impact, and tech stack behind this trend.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>platform-engineering</category>
            <category>devops</category>
            <category>idp</category>
            <category>backstage</category>
            <category>finops</category>
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        <item>
            <title><![CDATA[Google Antigravity 2.0: A Complete Overhaul After I/O 2026]]></title>
            <link>https://www.karify98.site/en/posts/google-antigravity-2-0-io-2026</link>
            <guid isPermaLink="false">https://www.karify98.site/en/posts/google-antigravity-2-0-io-2026</guid>
            <pubDate>Mon, 25 May 2026 05:15:00 GMT</pubDate>
            <description><![CDATA[Antigravity 2.0 launched at Google I/O 2026 with Gemini 3.5 Flash, multi-agent orchestration, a new CLI, and AI Ultra pricing cut from $249.99 to $200/month. It's a direct competitor to Cursor and Claude Code.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>google</category>
            <category>antigravity</category>
            <category>ai-coding</category>
            <category>gemini</category>
            <category>i-o-2026</category>
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        <item>
            <title><![CDATA[Cursor 3.0 vs Claude Code vs Windsurf 2.0: The AI IDE Battle of Mid-2026]]></title>
            <link>https://www.karify98.site/en/posts/ai-ide-cuoc-chien-cursor-claude-code-windsurf-2026</link>
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            <pubDate>Sun, 24 May 2026 05:15:00 GMT</pubDate>
            <description><![CDATA[The three biggest AI IDEs all shipped major updates in April 2026. Cursor 3.0 runs parallel agents, Claude Code hits 87.6% SWE-bench, Windsurf 2.0 integrates Devin Cloud. Which one should you pick?]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-ide</category>
            <category>cursor</category>
            <category>claude-code</category>
            <category>windsurf</category>
            <category>developer-tools</category>
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        <item>
            <title><![CDATA[AI Hunts Security Vulnerabilities: 10,000+ CVEs Found in 1 Month with Claude Mythos]]></title>
            <link>https://www.karify98.site/en/posts/ai-san-lo-ho-bao-mat-project-glasswing-2026</link>
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            <pubDate>Sat, 23 May 2026 05:15:00 GMT</pubDate>
            <description><![CDATA[Anthropic found over 10,000 critical security vulnerabilities in open-source software in just one month. Cloudflare detected 2,000 bugs, Mozilla patched 271 Firefox flaws. The AI bug-hunting era has arrived.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-security</category>
            <category>vulnerability</category>
            <category>open-source</category>
            <category>anthropic</category>
            <category>cybersecurity</category>
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        <item>
            <title><![CDATA[Qwen3.7-Max: Alibaba Bets Big on AI Agents — And There's Good Reason to Believe]]></title>
            <link>https://www.karify98.site/en/posts/qwen3-7-max-alibaba-agent-frontier-2026</link>
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            <pubDate>Fri, 22 May 2026 05:15:00 GMT</pubDate>
            <description><![CDATA[Alibaba just launched Qwen3.7-Max, an AI model focused on agent capabilities. This isn't just another model release — it's a strategic statement from China in the global AI agent race.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>qwen</category>
            <category>alibaba</category>
            <category>ai-agent</category>
            <category>llm</category>
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        <item>
            <title><![CDATA[3,800 GitHub Repos Breached via VSCode Extension: What Every Developer Should Know]]></title>
            <link>https://www.karify98.site/en/posts/vscode-extension-supply-chain-attack-2026</link>
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            <pubDate>Thu, 21 May 2026 08:30:00 GMT</pubDate>
            <description><![CDATA[GitHub confirmed 3,800 internal repositories were exposed after an employee installed a malicious VSCode extension. Here's how to protect yourself.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>vscode</category>
            <category>security</category>
            <category>supply-chain</category>
            <category>github</category>
            <category>developer-tools</category>
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        <item>
            <title><![CDATA[The Coding Agent War of 2026: Claude Code vs Codex CLI vs Grok Build]]></title>
            <link>https://www.karify98.site/en/posts/cuoc-chien-coding-agent-2026</link>
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            <pubDate>Wed, 20 May 2026 08:30:00 GMT</pubDate>
            <description><![CDATA[The coding agent market is heating up with three contenders: Claude Code, Codex CLI, and newcomer Grok Build from xAI. A detailed comparison of architecture, pricing, and real-world performance.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding-agent</category>
            <category>claude-code</category>
            <category>codex-cli</category>
            <category>grok-build</category>
            <category>developer-tools</category>
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        <item>
            <title><![CDATA[Google I/O 2026 Recap: Gemini 3.5, Omni, Spark, and the New Search]]></title>
            <link>https://www.karify98.site/en/posts/google-io-2026-recap-gemini-35-omni-spark</link>
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            <pubDate>Wed, 20 May 2026 04:00:00 GMT</pubDate>
            <description><![CDATA[Google I/O 2026 wrapped with 140+ announcements. Gemini 3.5 Flash is 4x faster, Omni generates video from any input, Spark runs as a 24/7 cloud agent, and Search gets its biggest redesign in 25 years.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>google-io</category>
            <category>gemini</category>
            <category>gemini-omni</category>
            <category>gemini-spark</category>
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        <item>
            <title><![CDATA[AI Bot Spam Is Killing Open Source: A Story From Archestra]]></title>
            <link>https://www.karify98.site/en/posts/ai-bot-spam-github-open-source-2026</link>
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            <pubDate>Tue, 19 May 2026 09:17:00 GMT</pubDate>
            <description><![CDATA[A Y Combinator startup received 253 spam comments from AI bots on a single issue, and 27 untested PRs for one feature. This is a real problem every maintainer faces today.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>github</category>
            <category>open-source</category>
            <category>ai-spam</category>
            <category>devops</category>
            <category>security</category>
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        <item>
            <title><![CDATA[Google I/O 2026: 5 Things Developers Need to Know Before Tomorrow]]></title>
            <link>https://www.karify98.site/en/posts/google-io-2026-developer-can-biet</link>
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            <pubDate>Mon, 18 May 2026 08:00:00 GMT</pubDate>
            <description><![CDATA[Google I/O 2026 kicks off May 19-20 with Gemini 4, agentic coding, Android 17, and Aluminium OS. Here's what developers should expect.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>google-io</category>
            <category>gemini</category>
            <category>ai</category>
            <category>android</category>
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        <item>
            <title><![CDATA[Context Engineering: The New Skill More Important Than Prompt Engineering in 2026]]></title>
            <link>https://www.karify98.site/en/posts/context-engineering-ai-coding-2026</link>
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            <pubDate>Sun, 17 May 2026 09:00:00 GMT</pubDate>
            <description><![CDATA[Prompt engineering isn't dead, but in 2026 the real differentiator is context engineering — how you structure information so AI coding agents can work effectively on your project.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding</category>
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            <category>developer-productivity</category>
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        <item>
            <title><![CDATA[AI Found 3 Linux Kernel Root Exploits in 2 Weeks — Developers Can't Patch Fast Enough]]></title>
            <link>https://www.karify98.site/en/posts/ai-tim-lo-hong-linux-kernel-2026</link>
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            <pubDate>Sat, 16 May 2026 15:00:00 GMT</pubDate>
            <description><![CDATA[Fragnesia, Copy Fail, Dirty Frag — three consecutive privilege escalation vulnerabilities discovered by AI in the Linux kernel. The AI security research era is fundamentally changing how we think about open source security.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>linux-kernel</category>
            <category>security</category>
            <category>ai-security</category>
            <category>vulnerability</category>
            <category>devops</category>
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        <item>
            <title><![CDATA[7 Git Aliases That Save 1 Hour Every Day]]></title>
            <link>https://www.karify98.site/en/posts/7-git-alias-save-1-hour-every-day</link>
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            <pubDate>Sat, 16 May 2026 01:30:00 GMT</pubDate>
            <description><![CDATA[You type `git status`, then `git add .`, then `git commit` every time? There's a faster way. Here are 7 git aliases and configs used daily to save hours each week.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>git</category>
            <category>productivity</category>
            <category>terminal</category>
            <category>dev-tips</category>
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        <item>
            <title><![CDATA[Pwn2Own Berlin 2026: 24 Zero-Days in One Day, AI Becomes Target #1]]></title>
            <link>https://www.karify98.site/en/posts/pwn2own-berlin-2026-ai-under-attack</link>
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            <pubDate>Fri, 15 May 2026 08:30:00 GMT</pubDate>
            <description><![CDATA[Day one of Pwn2Own Berlin 2026: 24 zero-days exploited, $523K awarded. OpenAI Codex, Claude Code, NVIDIA — all hacked. The era of AI security is being challenged.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>pwn2own</category>
            <category>cybersecurity</category>
            <category>ai-security</category>
            <category>zero-day</category>
            <category>nvidia</category>
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        <item>
            <title><![CDATA[Bun Switches to Rust: Why the Most Popular JS Runtime Abandoned Zig]]></title>
            <link>https://www.karify98.site/en/posts/bun-rewrite-rust-2026</link>
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            <pubDate>Fri, 15 May 2026 07:00:00 GMT</pubDate>
            <description><![CDATA[PR #30412 on oven-sh/bun just merged — Bun officially rewrites its core from Zig to Rust. Binary shrinks 3-8MB, memory bugs drop significantly, and the dev community is fiercely debating.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>bun</category>
            <category>rust</category>
            <category>javascript-runtime</category>
            <category>zig</category>
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        <item>
            <title><![CDATA[Kubernetes v1.36: Workload-Aware Scheduling — AI/ML Workloads Finally Get Fair Treatment]]></title>
            <link>https://www.karify98.site/en/posts/kubernetes-v1-36-workload-aware-scheduling</link>
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            <pubDate>Thu, 14 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Kubernetes v1.36 launched on May 13, 2026 with Workload-Aware Scheduling. New PodGroup API, gang scheduling, topology-aware scheduling — the biggest update yet for AI/ML workloads on K8s.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>kubernetes</category>
            <category>devops</category>
            <category>ai-ml</category>
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        <item>
            <title><![CDATA[Leaving GitHub: The Self-Hosted Git Movement Is Growing in 2026]]></title>
            <link>https://www.karify98.site/en/posts/leaving-github-self-hosted-git-trend-2026</link>
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            <pubDate>Thu, 14 May 2026 08:00:00 GMT</pubDate>
            <description><![CDATA[From the Dutch government to individual developers, the shift from GitHub to Forgejo and Gitea is gaining momentum — driven by code ownership, AI training data defaults, and jurisdictional risk.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>github</category>
            <category>forgejo</category>
            <category>self-hosted</category>
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        <item>
            <title><![CDATA[Don't Leave Logging for Later: Lessons From 1M Users]]></title>
            <link>https://www.karify98.site/en/posts/dont-leave-logging-for-later</link>
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            <pubDate>Thu, 14 May 2026 07:27:00 GMT</pubDate>
            <description><![CDATA[First project, 1M+ users, production incident — opened logs and found inconsistent formats, missing data, redundant entries with nothing useful. Had to export to S3 and query with Athena, parsing every little thing. A logging lesson that sticks.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>logging</category>
            <category>observability</category>
            <category>production</category>
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        <item>
            <title><![CDATA[Docker vs Podman vs containerd 2026: Which Container Runtime for Production?]]></title>
            <link>https://www.karify98.site/en/posts/docker-vs-podman-vs-containerd-2026</link>
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            <pubDate>Thu, 14 May 2026 07:00:00 GMT</pubDate>
            <description><![CDATA[Docker still dominates, but Podman 5 rootless and containerd 2.0 are reshaping the landscape. A practical comparison of security, performance, and Kubernetes compatibility.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>devops</category>
            <category>docker</category>
            <category>podman</category>
            <category>containerd</category>
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        <item>
            <title><![CDATA[AI Writes Your Code — But Who Reviews It? Language Choice & the Limits of Vibe Coding]]></title>
            <link>https://www.karify98.site/en/posts/ai-writes-code-but-who-reviews</link>
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            <pubDate>Wed, 13 May 2026 14:00:00 GMT</pubDate>
            <description><![CDATA[On Hacker News, 'If AI writes your code, why use Python?' hit 870 points with 924 comments. Meanwhile, a dev shared how 7 months of vibe coding forced a full rewrite. Two stories, one lesson: AI writing code doesn't mean you can skip understanding it.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding</category>
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        <item>
            <title><![CDATA[Needle: A 26M Parameter Model That Runs on Your Phone and Calls Tools Faster Than GPT-4]]></title>
            <link>https://www.karify98.site/en/posts/needle-26m-model-tool-calling-edge-ai-2026</link>
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            <pubDate>Wed, 13 May 2026 08:00:00 GMT</pubDate>
            <description><![CDATA[Cactus Compute open-sourced Needle — a 26M parameter model distilled from Gemini, specialized for tool calling. Running at 6000 tok/s on mobile devices, it signals a new era of edge AI agents.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>edge-ai</category>
            <category>tool-calling</category>
            <category>small-language-model</category>
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        <item>
            <title><![CDATA[AI Creates Zero-Day Exploit for the First Time: Google Warns of a New Cybersecurity Era]]></title>
            <link>https://www.karify98.site/en/posts/ai-zero-day-exploit-google-warning-2026</link>
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            <pubDate>Wed, 13 May 2026 07:30:00 GMT</pubDate>
            <description><![CDATA[Google Threat Intelligence Group confirms cybercriminals used AI to create a complete zero-day exploit — a first in history. This is a major turning point for cybersecurity.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>cybersecurity</category>
            <category>ai</category>
            <category>zero-day</category>
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        <item>
            <title><![CDATA[Cloudflare Lays Off 1,100 People Because of AI — What Should Developers Do?]]></title>
            <link>https://www.karify98.site/en/posts/cloudflare-lays-off-1100-people-because-of-ai-2026</link>
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            <pubDate>Tue, 12 May 2026 08:00:00 GMT</pubDate>
            <description><![CDATA[Cloudflare cuts 20% of its workforce while revenue grows 34%. This is the first time a major tech company has openly said AI is replacing humans. An analysis of what this really means for developers.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>cloudflare</category>
            <category>ai-layoffs</category>
            <category>agentic-ai</category>
            <category>developer-career</category>
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        <item>
            <title><![CDATA[30+ AI Coding CLI Tools 2026: Which One Fits Your Terminal Workflow?]]></title>
            <link>https://www.karify98.site/en/posts/ai-coding-cli-tools-2026</link>
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            <pubDate>Tue, 12 May 2026 06:00:00 GMT</pubDate>
            <description><![CDATA[The AI coding CLI market exploded from a handful options to 30+ tools in 6 months. Claude Code, Codex CLI, Gemini CLI — each has distinct strengths. Here's a practical breakdown to help you pick.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding</category>
            <category>cli-tools</category>
            <category>claude-code</category>
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        <item>
            <title><![CDATA[AWS Too Complex? 5 Reasons Developers Are Leaving — And Practical Advice]]></title>
            <link>https://www.karify98.site/en/posts/aws-complexity-why-devs-are-leaving</link>
            <guid isPermaLink="false">https://www.karify98.site/en/posts/aws-complexity-why-devs-are-leaving</guid>
            <pubDate>Mon, 11 May 2026 15:00:00 GMT</pubDate>
            <description><![CDATA[The viral HN post 'I returned to AWS' struck a nerve with hundreds of comments. A deep dive into the real reasons behind the AWS backlash, and what you should  do about it.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>aws</category>
            <category>devops</category>
            <category>cloud-computing</category>
            <category>infrastructure</category>
            <category>cost-optimization</category>
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        <item>
            <title><![CDATA[Local AI Is Rising, Vibe Coding Has Cracks: Lessons From Today's Hacker News]]></title>
            <link>https://www.karify98.site/en/posts/local-ai-vibe-coding-reality-2026</link>
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            <pubDate>Mon, 11 May 2026 15:00:00 GMT</pubDate>
            <description><![CDATA[Today on Hacker News: 1073 upvotes for 'Local AI needs to be the norm', a dev going back to hand-written code after 7 months of vibe coding, and a guide to running local models on MacBook M4. Three stories, one message.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>local-ai</category>
            <category>vibe-coding</category>
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            <category>privacy</category>
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        <item>
            <title><![CDATA[Gemini CLI vs Claude Code 2026: The Terminal AI Agent War]]></title>
            <link>https://www.karify98.site/en/posts/gemini-cli-vs-claude-code-2026</link>
            <guid isPermaLink="false">https://www.karify98.site/en/posts/gemini-cli-vs-claude-code-2026</guid>
            <pubDate>Mon, 11 May 2026 13:00:00 GMT</pubDate>
            <description><![CDATA[Google launched Gemini CLI — free, open-source, 1,000 requests/day. Claude Code still leads in code quality. Which one should you pick? A real-world comparison from benchmarks to workflows.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>gemini-cli</category>
            <category>claude-code</category>
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            <title><![CDATA[Claude Code vs OpenAI Codex 2026: Which AI Coding Agent Should You Pick?]]></title>
            <link>https://www.karify98.site/en/posts/claude-code-vs-openai-codex-2026</link>
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            <pubDate>Mon, 11 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Claude Code leads on accuracy (87.6% SWE-bench), Codex wins on efficiency (4x fewer tokens). A practical comparison based on real benchmarks and hands-on experience.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai-coding-agent</category>
            <category>claude-code</category>
            <category>openai-codex</category>
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            <title><![CDATA[Inference Optimization: The Real Battle of LLM Infrastructure in 2026]]></title>
            <link>https://www.karify98.site/en/posts/inference-optimization-trend-llm-2026</link>
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            <pubDate>Mon, 11 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Everyone talks about bigger models and higher benchmarks. But the real battle is happening underneath: how to run LLMs faster, cheaper, and more efficiently. Here are 4 techniques changing the game.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>llm</category>
            <category>inference</category>
            <category>infrastructure</category>
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            <title><![CDATA[Local AI: Why You Should Run AI On Your Own Machine]]></title>
            <link>https://www.karify98.site/en/posts/local-ai-why-run-on-your-own-machine</link>
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            <pubDate>Mon, 11 May 2026 11:35:00 GMT</pubDate>
            <description><![CDATA[Running AI locally is no longer science fiction. With Ollama and open-source models, you can run LLMs right on your laptop — private, free, no internet required.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>local-ai</category>
            <category>ollama</category>
            <category>privacy</category>
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        <item>
            <title><![CDATA[Vibe Coding vs Agentic Engineering: The Convergence Is Real]]></title>
            <link>https://www.karify98.site/en/posts/vibe-coding-agentic-engineering</link>
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            <pubDate>Fri, 08 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Simon Willison analyzes how vibe coding and agentic engineering are converging. The line between 'coding by feel' and 'autonomous agent engineering' is blurring fast.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>vibe-coding</category>
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            <title><![CDATA[84% of Developers Now Use AI Coding Tools: Are You Falling Behind?]]></title>
            <link>https://www.karify98.site/en/posts/ai-coding-tools-2026</link>
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            <pubDate>Thu, 07 May 2026 12:00:00 GMT</pubDate>
            <description><![CDATA[Stack Overflow Survey 2026 reveals 84% of developers are using or planning to adopt AI coding tools. GitHub reports 51% of code is AI-generated. It's time to reassess your workflow.]]></description>
            <author>Karify98</author>
            <author>Amy 🌸</author>
            <category>ai</category>
            <category>developer-tools</category>
            <category>productivity</category>
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