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jamilxt

Simply simple person with lots of passion.

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Software Engineer

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CVE-2026-98432: How to Find and Patch Vulnerable Linux Hosts

CVE-2026-98432: How to Find and Patch Vulnerable Linux Hosts

2
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8 min read

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Amazon’s AI Developer Memo Gets One Thing Right: Measure Outcomes, Not Tokens

Amazon’s AI Developer Memo Gets One Thing Right: Measure Outcomes, Not Tokens

1
Comments
9 min read
HackerTube vs. YouTube Recommendations: Curated Signal or Personal Fit?

HackerTube vs. YouTube Recommendations: Curated Signal or Personal Fit?

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8 min read
DoorDash Has Seen Hundreds of AI-Agent Orders. Build a Checkout That Knows When to Stop

DoorDash Has Seen Hundreds of AI-Agent Orders. Build a Checkout That Knows When to Stop

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7 min read
When Java 27 Removed JVMCI, TornadoVM Built Its Own Compiler

When Java 27 Removed JVMCI, TornadoVM Built Its Own Compiler

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8 min read
Before an AI Rewrites Legacy Code, Build a Parity Gate

Before an AI Rewrites Legacy Code, Build a Parity Gate

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7 min read
Pull Requests vs Agent Trails: Does AI Code Need a New Review Interface?

Pull Requests vs Agent Trails: Does AI Code Need a New Review Interface?

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7 min read
OAuth Trust at Machine Speed: What the ConnectWise Incident Teaches Cloud Teams

OAuth Trust at Machine Speed: What the ConnectWise Incident Teaches Cloud Teams

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7 min read
Cursor Marketplace vs. Official Claude Code: What Version 2.1.313 Reveals

Cursor Marketplace vs. Official Claude Code: What Version 2.1.313 Reveals

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6 min read
AI Agent Swarms vs. a Single Agent: Build a Fair Coordination Benchmark

AI Agent Swarms vs. a Single Agent: Build a Fair Coordination Benchmark

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6 min read
Mistral Large 4 vs Gemini 4 Carbon: Open Weights vs Restricted Access

Mistral Large 4 vs Gemini 4 Carbon: Open Weights vs Restricted Access

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8 min read
GitLab 19.3.6 Wasn't Enough for Alpine's Custom Image: Verify Ruby Too

GitLab 19.3.6 Wasn't Enough for Alpine's Custom Image: Verify Ruby Too

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8 min read
AI Ban vs. Contribution Policy: What Open Source Maintainers Should Govern

AI Ban vs. Contribution Policy: What Open Source Maintainers Should Govern

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9 min read
Tailscale Patched Tailworm. Your SSH Policy Still Sets the Blast Radius

Tailscale Patched Tailworm. Your SSH Policy Still Sets the Blast Radius

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4 min read
IKEA's AI Story Is More Than a Chatbot Replacing Calls

IKEA's AI Story Is More Than a Chatbot Replacing Calls

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3 min read
Medium's Paywall Enforcement Is My Last Straw as a Writer

Medium's Paywall Enforcement Is My Last Straw as a Writer

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7 min read
Genie 4 vs Genie 3: What Changed in Google’s Interactive World Models?

Genie 4 vs Genie 3: What Changed in Google’s Interactive World Models?

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7 min read
Discord Server Chats May Appear on the Web. Check These Settings

Discord Server Chats May Appear on the Web. Check These Settings

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5 min read
AI Makes Coding Faster. Why Does Shipping Still Feel Slow?

AI Makes Coding Faster. Why Does Shipping Still Feel Slow?

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8 min read
Spring AI 2.1 Session Memory: Build a Restart-Safe Agent with JDBC

Spring AI 2.1 Session Memory: Build a Restart-Safe Agent with JDBC

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8 min read
Stop Coding Agents From Trusting Downloads: Build a Workspace Preflight

Stop Coding Agents From Trusting Downloads: Build a Workspace Preflight

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9 min read
Codex CLI vs Cursor Cloud Agents: Local Control or Remote Parallel Work?

Codex CLI vs Cursor Cloud Agents: Local Control or Remote Parallel Work?

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8 min read
How to Write a Security Report Maintainers Can Verify

How to Write a Security Report Maintainers Can Verify

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8 min read
AI Agent Plugins Are Becoming a Distribution Layer for Workflows

AI Agent Plugins Are Becoming a Distribution Layer for Workflows

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8 min read
Goose vs Rust: Can a New Language Beat Rust at Memory-Safe Performance?

Goose vs Rust: Can a New Language Beat Rust at Memory-Safe Performance?

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7 min read
How to Audit OAuth App Access After a SaaS Supply-Chain Breach

How to Audit OAuth App Access After a SaaS Supply-Chain Breach

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9 min read
OpenAI's Scheduled Agent Automations Are Not Cron Jobs: The Delivery Gap Matters

OpenAI's Scheduled Agent Automations Are Not Cron Jobs: The Delivery Gap Matters

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8 min read
Build a Long-Context Code Reviewer with Kimi K3.1 Pro and Python

Build a Long-Context Code Reviewer with Kimi K3.1 Pro and Python

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6 min read
Quad9 vs Cloudflare DNS: Choose a Resolver by Policy, Not Ping Time

Quad9 vs Cloudflare DNS: Choose a Resolver by Policy, Not Ping Time

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8 min read
Google's Abirami Sukumaran Wants Java Agents to Stop Talking Directly to Databases

Google's Abirami Sukumaran Wants Java Agents to Stop Talking Directly to Databases

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7 min read
OpenShell vs Docker Sandboxes: Which AI Agent Runtime Should You Choose?

OpenShell vs Docker Sandboxes: Which AI Agent Runtime Should You Choose?

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7 min read
Before You Share an AI Chat, Run This Privacy Gate

Before You Share an AI Chat, Run This Privacy Gate

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8 min read
Flint Is a Coding Model. The Bigger Test Is Whether AI Can Build the Next One

Flint Is a Coding Model. The Bigger Test Is Whether AI Can Build the Next One

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8 min read
llm-d vs Plain vLLM: A Practical Kubernetes Inference Quickstart

llm-d vs Plain vLLM: A Practical Kubernetes Inference Quickstart

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8 min read
Railway Says Some Customer Secrets May Have Been Decrypted. What Should Teams Do?

Railway Says Some Customer Secrets May Have Been Decrypted. What Should Teams Do?

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4 min read
PHP Patched the Two Critical RCE Flaws: Versions, Risk by SAPI, and Stopgaps

PHP Patched the Two Critical RCE Flaws: Versions, Risk by SAPI, and Stopgaps

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7 min read
Two Critical PHP Vulnerabilities: What to Do Before the Emergency Release

Two Critical PHP Vulnerabilities: What to Do Before the Emergency Release

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3 min read
TorchTPU vs CUDA: Can Native PyTorch Make Google TPUs Easier to Use?

TorchTPU vs CUDA: Can Native PyTorch Make Google TPUs Easier to Use?

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8 min read
After the eMudhra CA Incident, Update More Than Your Browser

After the eMudhra CA Incident, Update More Than Your Browser

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8 min read
DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement

DeepInfer vs vLLM: DeepSeek's New Engine Is Not a Drop-In Replacement

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7 min read
An AI Worm Is Not Here Yet. Build the Network Boundary That Would Slow One Down

An AI Worm Is Not Here Yet. Build the Network Boundary That Would Slow One Down

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7 min read
Stop Calling an LLM for Every Ticket: Compile the Decision Once, Then Run It Locally

Stop Calling an LLM for Every Ticket: Compile the Decision Once, Then Run It Locally

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8 min read
Build a Web-Grounded AI Research Tool with DeepSeek Search and Fetch APIs

Build a Web-Grounded AI Research Tool with DeepSeek Search and Fetch APIs

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8 min read
A Java Architect Mapped AI Into Four Layers: Where Java Wins Today and Where It Still Hurts

A Java Architect Mapped AI Into Four Layers: Where Java Wins Today and Where It Still Hurts

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8 min read
Structured Concurrency vs CompletableFuture: How Java Finally Fixed Parallel Calls

Structured Concurrency vs CompletableFuture: How Java Finally Fixed Parallel Calls

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8 min read
Your Coding Agent Is a Key Vault You Never Audited. The OpenCode Breach Proves It

Your Coding Agent Is a Key Vault You Never Audited. The OpenCode Breach Proves It

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7 min read
JPEG XL vs AVIF: Which Image Format Should You Actually Ship?

JPEG XL vs AVIF: Which Image Format Should You Actually Ship?

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7 min read
Build a Self-Hosted Translation API With TranslateGemma: Code, Costs, and Trade-offs

Build a Self-Hosted Translation API With TranslateGemma: Code, Costs, and Trade-offs

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7 min read
AI Agents Write 30% More Code. Shipped Software Did Not Move. Code Review Is Why

AI Agents Write 30% More Code. Shipped Software Did Not Move. Code Review Is Why

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7 min read
Two Critical Next.js RCE Fixes Ship With No CVE ID. npm audit May Never Tell You.

Two Critical Next.js RCE Fixes Ship With No CVE ID. npm audit May Never Tell You.

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7 min read
EmDash vs WordPress: Can Sandboxed Plugins Fix the Problem Behind 96% of CMS Attacks?

EmDash vs WordPress: Can Sandboxed Plugins Fix the Problem Behind 96% of CMS Attacks?

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7 min read
Linus Torvalds Let Claude Code Touch the Linux Kernel: Copy His Workflow, Not His Headline

Linus Torvalds Let Claude Code Touch the Linux Kernel: Copy His Workflow, Not His Headline

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6 min read
The Creator of Jenkins Now Wants You to Run Fewer Tests

The Creator of Jenkins Now Wants You to Run Fewer Tests

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7 min read
1,423 Hack Attempts in Under a Month: The Langflow Lockdown Checklist

1,423 Hack Attempts in Under a Month: The Langflow Lockdown Checklist

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6 min read
pg_vectorsearch vs pgvector: The 42-Hour Vector Index Just Became a 100-Minute One

pg_vectorsearch vs pgvector: The 42-Hour Vector Index Just Became a 100-Minute One

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7 min read
The Bug Is on Every Android 17 Phone, but Not in the Source Code Anyone Can See

The Bug Is on Every Android 17 Phone, but Not in the Source Code Anyone Can See

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8 min read
Cursor vs Claude Code: When Testers Gave Both the Same Model, the Tool Stopped Mattering

Cursor vs Claude Code: When Testers Gave Both the Same Model, the Tool Stopped Mattering

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7 min read
AI Agents Used a Package Registry as a Web Browser: 5 Sandboxing Rules for Your Own Agents

AI Agents Used a Package Registry as a Web Browser: 5 Sandboxing Rules for Your Own Agents

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9 min read
Fingerprints Are the New Cookies: Why Clearing Your Browser Data Does Nothing Anymore

Fingerprints Are the New Cookies: Why Clearing Your Browser Data Does Nothing Anymore

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7 min read
Run a 48 GB AI Model on a 32 GB Laptop: Janas Streams Model Experts From Your SSD at 37 tok/s

Run a 48 GB AI Model on a 32 GB Laptop: Janas Streams Model Experts From Your SSD at 37 tok/s

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7 min read
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