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jamilxt

Simply simple person with lots of passion.

Location Bangladesh Joined Joined on  Personal website https://jamilxt.com github website twitter website

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Software Engineer

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Polars 2.0 Will Silently Reorder Your Rows: What to Check Before You Upgrade
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Polars 2.0 Will Silently Reorder Your Rows: What to Check Before You Upgrade

#python #pandas #dataengineering #tutorial
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8 min read

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LLM Inference Prices Fell 280x. Your Bill Did Not: How to Find the Efficient Frontier
jamilxt profile

LLM Inference Prices Fell 280x. Your Bill Did Not: How to Find the Efficient Frontier

#ai #llm #machinelearning #infrastructure
2
Comments 1
7 min read
Anthropic's Fable 5.1 Pricing Change Is the Real Story for Agent Builders
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Anthropic's Fable 5.1 Pricing Change Is the Real Story for Agent Builders

#ai #anthropic #claude #llm
1
Comments
8 min read
Chrome Killed uBlock Origin. Firefox Did Not: Your 15-Minute Migration Plan
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Chrome Killed uBlock Origin. Firefox Did Not: Your 15-Minute Migration Plan

#chrome #firefox #ublock #privacy
1
Comments
6 min read
Agent Memory Is Just Files: Building a Memoryfield Your AI Agent Can Actually Use
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Agent Memory Is Just Files: Building a Memoryfield Your AI Agent Can Actually Use

#ai #agents #tutorial #llm
1
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8 min read
Stop Installing MongoDB for This: SQLite Is Already a Document Database
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Stop Installing MongoDB for This: SQLite Is Already a Document Database

#sqlite #database #tutorial #backend
Comments
6 min read
ChatGPT Work vs Chat: What OpenAI's New Agent Mode Actually Adds, and Whether It Is Safe
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ChatGPT Work vs Chat: What OpenAI's New Agent Mode Actually Adds, and Whether It Is Safe

#ai #chatgpt #openai #agents
Comments
7 min read
GitHub Copilot AI Credits vs Claude Code: The Real Math on What Your AI Coding Costs Now
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GitHub Copilot AI Credits vs Claude Code: The Real Math on What Your AI Coding Costs Now

#ai #devtools #githubcopilot #claude
Comments 2
6 min read
Autoregressive vs Diffusion LLMs: How the Next Generation of Language Models Actually Writes Text
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Autoregressive vs Diffusion LLMs: How the Next Generation of Language Models Actually Writes Text

#ai #llm #machinelearning #tutorial
Comments
8 min read
LatticeDB vs SQLite: I Ran the Graph Traversal Benchmarks. The Gap Is Real but the Fine Print Matters
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LatticeDB vs SQLite: I Ran the Graph Traversal Benchmarks. The Gap Is Real but the Fine Print Matters

#database #sqlite #ai #graph
Comments
8 min read
htmx 4.0 Just Shipped: What Changed, What Breaks, and How to Migrate This Weekend
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htmx 4.0 Just Shipped: What Changed, What Breaks, and How to Migrate This Weekend

#webdev #htmx #javascript #frontend
Comments
7 min read
OpenAI Is Cutting Off Cursor: The AI Coding Lock-In Lesson Every Developer Needs
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OpenAI Is Cutting Off Cursor: The AI Coding Lock-In Lesson Every Developer Needs

#ai #cursor #devtools #opinion
Comments
7 min read
GPT-5.6 Sol Fast Mode vs Standard: When Double the Price Actually Buys You Speed
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GPT-5.6 Sol Fast Mode vs Standard: When Double the Price Actually Buys You Speed

#ai #llm #api #devtools
1
Comments
7 min read
21 Bytes Can Crash FFmpeg: Inside the Vibecoded Fuzzer That Found What Years of Audits Missed
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21 Bytes Can Crash FFmpeg: Inside the Vibecoded Fuzzer That Found What Years of Audits Missed

#security #ai #c #tutorial
2
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8 min read
The OpenAI Python SDK Just Dropped HTTPX for HTTPX2. Run This Checklist Before Your Next Deploy
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The OpenAI Python SDK Just Dropped HTTPX for HTTPX2. Run This Checklist Before Your Next Deploy

#python #ai #devops #tutorial
1
Comments
7 min read
1,200 Sandboxed AI Agents Hacked Hugging Face. Your Agent Stack Needs These 8 Defenses
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1,200 Sandboxed AI Agents Hacked Hugging Face. Your Agent Stack Needs These 8 Defenses

#ai #security #aiagents #devops
1
Comments
6 min read
Nvidia Just Agreed to Buy Hugging Face for $12.9 Billion. Here's What Java Developers Should Actually Do
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Nvidia Just Agreed to Buy Hugging Face for $12.9 Billion. Here's What Java Developers Should Actually Do

#ai #java #spring #devops
1
Comments
8 min read
GLM-5.3-Flash vs Qwen3.8-Flash: Two Labs Made Frontier AI 10x Cheaper This Week
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GLM-5.3-Flash vs Qwen3.8-Flash: Two Labs Made Frontier AI 10x Cheaper This Week

#ai #llm #programming #devtools
1
Comments
7 min read
The Viral agent.md That Fixes AI Code Quality, Translated for Java and Spring Boot
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The Viral agent.md That Fixes AI Code Quality, Translated for Java and Spring Boot

#java #springboot #ai #programming
Comments
8 min read
GLM-5.3-Flash: Z.ai Reveals Ox Alpha Was Its Open Multimodal Model
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GLM-5.3-Flash: Z.ai Reveals Ox Alpha Was Its Open Multimodal Model

#ai #llm #glm #opensource
1
Comments
7 min read
Spring AI Is About to Deprecate ChatMemory - Here Is How to Move to the New Session API
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Spring AI Is About to Deprecate ChatMemory - Here Is How to Move to the New Session API

#java #springboot #ai #springai
Comments
8 min read
Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet
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Mac Studio M5 Ultra vs NVIDIA DGX Spark: The $5,500 Local AI Bet

#ai #machinelearning #localai #devops
1
Comments 2
7 min read
Spring AI vs LangChain4j in 2026 - The Choice Got Harder, Here Is How to Decide
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Spring AI vs LangChain4j in 2026 - The Choice Got Harder, Here Is How to Decide

#java #springboot #ai #langchain4j
Comments
8 min read
AI Agents Are Flooding Public Services - Build Your Spring Boot Defenses Before They Reach Your API
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AI Agents Are Flooding Public Services - Build Your Spring Boot Defenses Before They Reach Your API

#java #springboot #ai #api
Comments
9 min read
Junie Local: JetBrains' Free On-Device AI Coding Agent Runs Qwen3.6-27B Entirely on Your Mac
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Junie Local: JetBrains' Free On-Device AI Coding Agent Runs Qwen3.6-27B Entirely on Your Mac

#ai #programming #developertools #machinelearning
1
Comments
5 min read
MS Paint Stamps a Tracking ID Into Your Local AI Images
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MS Paint Stamps a Tracking ID Into Your Local AI Images

#ai #security #privacy #machinelearning
1
Comments
8 min read
Codex vs Claude Code: The Differences That Only Show Up After a Week of Real Work
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Codex vs Claude Code: The Differences That Only Show Up After a Week of Real Work

#ai #programming #devtools #softwareengineering
Comments 1
8 min read
NVIDIA Turned a 30% Model Into a 100% Agent. Here's How to Build the Same Harness in Java
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NVIDIA Turned a 30% Model Into a 100% Agent. Here's How to Build the Same Harness in Java

#java #springboot #ai #programming
Comments
8 min read
Claude Code Overtakes GitHub Copilot: What JetBrains' Survey of 15,000 Developers Says About AI Coding Agents in 2026
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Claude Code Overtakes GitHub Copilot: What JetBrains' Survey of 15,000 Developers Says About AI Coding Agents in 2026

#news #ai #claude #softwaredevelopment
Comments
4 min read
MCP's New Roadmap Means Your Java Agent Stack Changes Again: 5 Shifts and What To Do About Each
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MCP's New Roadmap Means Your Java Agent Stack Changes Again: 5 Shifts and What To Do About Each

#java #springboot #ai #programming
Comments
7 min read
BF16 vs FP8 vs INT4: The Quantization Bakeoff That Explains Why Your Local AI Agent Breaks
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BF16 vs FP8 vs INT4: The Quantization Bakeoff That Explains Why Your Local AI Agent Breaks

#ai #machinelearning #programming #devops
Comments
7 min read
AI Agents Can Now Optimize Your Slow Java Code: A Spring Boot Workflow That Used to Need a Specialist
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AI Agents Can Now Optimize Your Slow Java Code: A Spring Boot Workflow That Used to Need a Specialist

#ai #java #llm #performance
Comments
9 min read
Spring AI 2.0.1 Fixed 7 CVEs. One of Them Lets a Prompt Call Tools You Never Advertised
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Spring AI 2.0.1 Fixed 7 CVEs. One of Them Lets a Prompt Call Tools You Never Advertised

#java #springboot #security #ai
Comments
8 min read
Anthropic Rewrote Bun in Rust With 64 Claude Agents for $165K. The Real Bill Is Higher
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Anthropic Rewrote Bun in Rust With 64 Claude Agents for $165K. The Real Bill Is Higher

#ai #programming #javascript #rust
Comments
7 min read
A 9.8 Critical CVE That Never Existed: How to Filter Fake Vulnerabilities Out of Your Java Pipeline
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A 9.8 Critical CVE That Never Existed: How to Filter Fake Vulnerabilities Out of Your Java Pipeline

#java #security #ai #devops
Comments
8 min read
Mojo vs Python: What Qualcomm's Open Source Release Actually Changes for Developers
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Mojo vs Python: What Qualcomm's Open Source Release Actually Changes for Developers

#mojo #python #opensource #programming
Comments
8 min read
Managed Cloud Databases with Aiven: Multi-Cloud Resilience, Infrastructure as Code, and Cost Optimization
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Managed Cloud Databases with Aiven: Multi-Cloud Resilience, Infrastructure as Code, and Cost Optimization

#devops #cloud #database #postgres
Comments
5 min read
GitHub's Copilot SDK for Java: Run AI Agents in Spring Boot Without Spring AI or LangChain4j
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GitHub's Copilot SDK for Java: Run AI Agents in Spring Boot Without Spring AI or LangChain4j

#java #springboot #ai #github
Comments 1
9 min read
Spring Boot 4 vs Quarkus 3.27: Which Java Framework Should Run Your Next Service?
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Spring Boot 4 vs Quarkus 3.27: Which Java Framework Should Run Your Next Service?

#java #springboot #quarkus #microservices
Comments
7 min read
Java 25 for Spring Boot Services: What to Turn On, What to Skip
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Java 25 for Spring Boot Services: What to Turn On, What to Skip

#java #springboot #tutorial #performance
Comments 2
8 min read
Before You Add Kafka, Redis, and Elasticsearch: Try One Postgres First
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Before You Add Kafka, Redis, and Elasticsearch: Try One Postgres First

#java #springboot #postgres #tutorial
Comments
8 min read
Google Checks Is Shutting Down: What the Privacy Compliance Platform Deprecation Means for Developers
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Google Checks Is Shutting Down: What the Privacy Compliance Platform Deprecation Means for Developers

#google #privacy #ai #compliance
Comments 1
5 min read
Cerebras CS-4 vs NVIDIA GB300 NVL72: What the 30x Inference Speed Claim Means for Your Agents
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Cerebras CS-4 vs NVIDIA GB300 NVL72: What the 30x Inference Speed Claim Means for Your Agents

#ai #machinelearning #nvidia #infrastructure
Comments
7 min read
Turn Your Spring Boot App Into an MCP Server: A Hands-On Guide
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Turn Your Spring Boot App Into an MCP Server: A Hands-On Guide

#java #springboot #ai #mcp
Comments
8 min read
REST API Best Practices in 2026: What Actually Changed, With Spring Boot Code
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REST API Best Practices in 2026: What Actually Changed, With Spring Boot Code

#java #springboot #restapi #backend
Comments
8 min read
DuckDB v2.0 Is Becoming a Real Database Server. Here Is How to Use It in Spring Boot Today
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DuckDB v2.0 Is Becoming a Real Database Server. Here Is How to Use It in Spring Boot Today

#java #springboot #duckdb #database
Comments
8 min read
Anthropic's Watermarking Controversy: Who Owns Your AI-Edited Words
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Anthropic's Watermarking Controversy: Who Owns Your AI-Edited Words

#ai #writing #ethics #llm
Comments
6 min read
Copilot Autofix Introduced a Critical CI/CD Bug at Snowflake. Here's How to Harden GitHub Actions
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Copilot Autofix Introduced a Critical CI/CD Bug at Snowflake. Here's How to Harden GitHub Actions

#ai #security #java #devops
1
Comments
7 min read
GitHub Is Down: The August 17, 2026 Outage in Detail
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GitHub Is Down: The August 17, 2026 Outage in Detail

#github #devops #git #opensource
Comments 1
7 min read
OpenRouter vs Direct AI APIs: What Stripe's $7 Billion Acquisition Means for Developers
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OpenRouter vs Direct AI APIs: What Stripe's $7 Billion Acquisition Means for Developers

#java #spring #ai #devtools
Comments 2
9 min read
Claude's System Prompt Grew From 358 to 3,235 Words. Here's What It Teaches Production AI Teams
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Claude's System Prompt Grew From 358 to 3,235 Words. Here's What It Teaches Production AI Teams

#ai #llm #java #spring
Comments 2
7 min read
The Ad Blocker With 40 Million Users Now Runs in Exactly One Major Browser: Firefox
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The Ad Blocker With 40 Million Users Now Runs in Exactly One Major Browser: Firefox

#webdev #privacy #browsers #firefox
Comments
8 min read
Cursor vs Claude Code vs GitHub Copilot: What SpaceX's $60 Billion Deal Changes
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Cursor vs Claude Code vs GitHub Copilot: What SpaceX's $60 Billion Deal Changes

#ai #coding #devtools #programming
Comments 1
9 min read
DeepSeek Now Prices Tokens Like Electricity: 50% Off-Peak Discount and a Spring Boot Pattern to Profit From It
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DeepSeek Now Prices Tokens Like Electricity: 50% Off-Peak Discount and a Spring Boot Pattern to Profit From It

#java #spring #ai #deepseek
Comments
8 min read
Qwen 3.8 27B vs Qwen 3.6 27B: Same Architecture, 4 Months Apart, and a Different Kind of Upgrade
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Qwen 3.8 27B vs Qwen 3.6 27B: Same Architecture, 4 Months Apart, and a Different Kind of Upgrade

#ai #llm #programming #opensource
Comments 1
9 min read
OpenJDK Banned AI-Generated Code. Then Two Java Veterans Let Claude Code Build a Whole Runtime
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OpenJDK Banned AI-Generated Code. Then Two Java Veterans Let Claude Code Build a Whole Runtime

#java #ai #openjdk #programming
Comments
8 min read
Qwen 3.8 27B Topped Hacker News in a Day. Here's How to Run It Locally From Spring Boot
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Qwen 3.8 27B Topped Hacker News in a Day. Here's How to Run It Locally From Spring Boot

#java #spring #ai #qwen
Comments
8 min read
Claude Opus 5 Wins Every Benchmark, So Why Do Developers Want Opus 4.8 Back?
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Claude Opus 5 Wins Every Benchmark, So Why Do Developers Want Opus 4.8 Back?

#ai #claude #programming #agents
2
Comments
8 min read
GLM 5.3: Zhipu's Open-Weight Model Excels at Coding and Cyber
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GLM 5.3: Zhipu's Open-Weight Model Excels at Coding and Cyber

#ai #llm #glm #zhipu
Comments 1
7 min read
Stealing Reasoning Traces from LLM APIs: How It Works and What to Audit
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Stealing Reasoning Traces from LLM APIs: How It Works and What to Audit

#ai #security #llm #agents
1
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8 min read
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