#AI engineer learning plan
2651 related articles
·3 min
JetBrains Open-Sources go-modern-guidelines: Teaching AI to Write Modern Go Code
JetBrains open-sources go-modern-guidelines to help AI coding assistants generate modern Go code following best practices for generics, slog, error handling, and more.
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·3 min
From 90s CASE Tools to AI Coding: Engineering Lessons Spanning Three Decades
Reflecting on the rise and fall of 90s CASE tools and their parallels to today's AI coding assistants. Why tools evolve but an engineer's judgment remains the ultimate competitive advantage.
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·3 min
UniApp Beginner's Guide: Build Multi-Platform Apps with One Codebase
A complete beginner's guide to cross-platform app development with UniApp, covering HTML, CSS, JavaScript fundamentals and hands-on UniApp projects for multi-platform deployment.
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·3 min
MeArm Robotic Arm Plays Tic-Tac-Toe: Vision Recognition + Decision Algorithm + Mechanical Control in Practice
A deep dive into the MeArm Tic-Tac-Toe project covering OpenCV vision recognition, Minimax decision algorithm, and inverse kinematics control — a complete robotics system in miniature.
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·3 min
AI Agent-Driven Adaptive Worms: An In-Depth Analysis of Emerging Cybersecurity Threats
In-depth analysis of AI agent-driven adaptive computer worms: how LLMs enable malware that dynamically adapts to environments and generates payloads, and how the security industry should respond.
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·3 min
Bilingual Real-Time Transcription Model Selection Guide: Balancing Accuracy, Latency, and Steerability
In-depth analysis of bilingual transcription models, comparing OpenAI GPT Transcribe, Whisper, Deepgram and more on accuracy, latency, and steerability for mixed-language scenarios.
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·3 min
oMLX: Turn Your Mac into a Local LLM Server with AI Agent Responses 18x Faster
oMLX is an open-source tool that turns your Mac into a local LLM server, cutting AI agent response times from 90s to 5s using continuous batching and tiered KV caching. Supports OpenAI and Anthropic APIs.
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·2 min
The MCP Server Ecosystem at a Glance: The AI Integration Revolution Behind 90K Stars
Explore the awesome-mcp-servers project with 90K+ stars: how this MCP server directory drives standardized AI integration across databases, dev tools, cloud platforms, and more.
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·3 min
AI Programming in Practice: The Complete Workflow from Zero to Deployment with Claude Code + Codex
A deep dive into practical AI programming with Claude Code, Codex & Vibe Coding — covering Brainstorming, collaborative debugging, and plugin development from zero to deployment.
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·3 min
Getting Started with Claude Code: Why It's the Most Powerful AI Coding Assistant
Deep dive into Claude Code's core advantages vs Cursor, Trae, and Copilot. Learn how its full-project context understanding and auto-debugging make it the top AI coding assistant.
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·3 min
OpenCode Tutorial: A Complete Guide from Installation and Configuration to Hands-On Practice
Complete guide to OpenCode AI coding tool: two installation methods, model configuration, Agent types, custom commands, MCP extensions, Agent SQL, with practical examples.
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·4 min
Hidden Time-Release Backdoors in Open-Source LLMs: Understanding AI Supply Chain Security Threats
Open-source LLMs may harbor time-release backdoors that activate under specific conditions. Learn how AI model backdoors work, why they're hard to detect, and how to defend against AI supply chain attacks.
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·3 min
Agent Observability: Why Traditional Monitoring Falls Short and Practical Solutions
Explore why traditional monitoring (latency, drift, accuracy) fails for AI agents, and learn practical solutions using LangFuse, LangSmith, and OpenTelemetry.
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·3 min
Getting Started with Claude Code: A Practical Guide to the AI Coding Agent in Your Terminal
A practical guide to Claude Code's core capabilities and use cases. From generating a Tetris game in 30 seconds to its three key abilities — understanding projects, precise modifications, and closed-loop verification.
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·2 min
Ksyon: A Locally-Run AI Robot Using Moondream for Visual Perception and Lifelike Interaction
Ksyon is a fully local AI robot project using the lightweight vision-language model Moondream for environmental perception, combined with lifelike head movements and a sarcastic personality for engaging human-robot interaction.
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·3 min
Google's SKILL.state Paper Explained: Replacing History with State to Save Agents 94% of Tokens
Google's SKILL.state method replaces full conversation history with structured state, cutting Agent token usage from 1.1M to 65K (94% reduction) in 100-step benchmarks while maintaining accuracy.
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·2 min
Are Open-Source AI Model Hosting Platforms Collectively Dumbing Down? Root Causes and Coping Strategies
Open-source AI hosting platforms accused of collectively dumbing down models. We analyze quantization, context reduction, and prompt injection claims, exploring the real trust crisis and practical solutions.
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·1 min
From Python to Machine Learning: A Complete Learning Path Guide for Beginners
Already know Python? Learn how to efficiently break into ML with a complete path from math foundations and core courses to Kaggle projects and PyTorch.
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·1 min
Seven Evolutions of Retrieval Systems: The Complete Technical Lineage from BM25 to Generative Retrieval
Explore seven waves of retrieval system evolution: from BM25 lexical search to generative agentic retrieval, revealing how these technologies stack and work together in production.
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·1 min
Building a Modern LLM from Scratch: An Open-Source Tutorial with Every Line of Code Annotated
Deep dive into an open-source project that builds a modern LLM from scratch with every line annotated, covering Transformer architecture, self-attention, RoPE, and more in beginner-friendly language.
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