#AI编程
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AI Agent Learning Roadmap: How Beginners Can Get Up to Speed Without Wasting Time
A practical AI Agent learning roadmap for beginners: use the formula Agent = LLM + Memory + Tools, filter with a knowledge map, learn through projects, and ship fast with RAG and LangChain.
Agent Developer: The High-Paying AI Role No One Can Fill — And How to Break In
Agent Developers are the hardest-to-hire, highest-paid new AI roles. Learn what they do, why they're scarce, and a 4-step path from prompt engineering to Agent workflows.
Four-Stage AI Agent Development Roadmap: From Calling APIs to Designing Intelligent Systems
A four-stage AI Agent development roadmap: from LLM API basics to designing intelligent systems. Covers CoT, ReAct, multi-agent collaboration, and production engineering.
Andrew Ng's Agentic AI Course: Cutting Through the Hype to the Core of Agent Development
Andrew Ng's Agentic AI course cuts through the hype to reveal what truly matters: disciplined evals and error analysis as the core methodology separating expert agent developers from the rest.
Coze Beginner's Guide: Build AI Agents from Scratch — No Coding Required
Coze is a zero-code AI agent platform. This guide explains what it is, why agents go beyond LLMs, what barriers it lowers, and what you'll realistically learn.
A Developer's Hands-On Test of Doubao Phone Assistant: AI Phones Are Evolving from Chatbot to Agent
A developer's hands-on test of Doubao Phone Assistant — from screen Q&A and calendar actions to server port checks and FFmpeg vulnerability patching — exploring how AI phones evolve from Chatbot to Agent.
What Are Agent Skills? A Beginner's Guide from Understanding to Customization
What are Agent Skills? This guide breaks down the Skill concept, its role in ecosystems like Claude Code, and a three-step learning path from understanding to customization.
AI Agent Terminology Too Confusing? One Interactive Concept Map to Untangle 40+ Core Terms
Confused by AI Agent terms like MCP, harness, orchestration, and skills? AI Concept Atlas is an interactive map visualizing 40+ concepts and their relationships, with cited sources.
Omarion SEC CLI: How a Self-Healing Autonomous Agent Tackles AutoGPT's Persistent Problems
Omarion SEC CLI is an open-source autonomous CLI agent that solves AutoGPT's error loops, terminal clutter, and session amnesia through execution fingerprinting, intent routing, and persistent memory.
How to Learn Programming in the Age of LLMs: Building Real Capability with AI Assistance
How should you learn programming in the age of LLMs? AI lowers the bar for writing code but raises the value of understanding it. Here's how to build real engineering ability with AI assistance.
How AI Newcomers Can Break Into Remote and Freelance Markets: Lessons from a Job-Seeking Post
An AI newcomer's Reddit post reveals how to break into remote freelancing with Python, LangChain, RAG, and AI Agents. A reusable self-promotion template inside.
On-Device AI in Practice: Building an Offline Book Q&A App Without Spoilers
Google developer show recap: how to use Firebase AI Logic hybrid inference to migrate a book Q&A app from cloud Gemini to offline on-device AI, with real debugging and pitfalls.
Building a Real-Time Voice Cooking Assistant with Firebase AI Logic
Learn how to build a real-time voice cooking assistant on Android using Firebase AI Logic, Gemini Live API, and Function Calling — from permissions to Firestore data persistence and App Check security.
Eval-Driven Development: How to Scientifically Test Your AI Skills and Agents
Google engineer JF shares Eval-driven development in practice: using LLMs as judges, writing reliable scoring rubrics to test non-deterministic AI skills and Agents, and using Evals for model selection.
Firebase August Update: AI Logic Security Hardening and CLI Agent Mode Explained
Firebase August update: AI Logic enables App Check by default, new Gemini & TTS models, CLI Agent non-interactive mode, Firestore visual rule management, and deprecation timelines for Extensions and Firebase ML.
MCP Authentication Reimagined: From DCR Dynamic Registration to CIMD Linking
MCP authentication is shifting from DCR dynamic client registration to CIMD client ID metadata documents. Learn how these two OAuth approaches work, their tradeoffs, and why CIMD is better suited for ephemeral AI Agents.
No Code Required: Build Your First AI Agent with the Microsoft Foundry Portal
Build a production-ready AI agent without writing code: deploy models, create agents, connect MCP tools, inspect traces, and run evaluations — all visually in Microsoft Foundry.
GitHub Copilot Desktop App Launches: A Smarter Coding Experience with a Native Client
GitHub Copilot launches a native desktop app for Windows and Mac, featuring agentic coding, issue/PR management, Git work tree isolation, and local/cloud dual-mode execution.
Turning SQLite into a Vector Database: A Hands-On Comparison of Two Extensions
Compare sqlite-vec and sqlite-vector extensions for turning SQLite into a vector database. Covers virtual tables, metadata filtering, quantization, and speed/memory/disk benchmarks for RAG use cases.
OpenAI Launches Agents API: A Deep Dive into Managed Agent Infrastructure
OpenAI's Agents API brings the Codex execution framework to developers as a managed service, handling orchestration, sessions, and context management. A deep dive into its core capabilities.