#custom tools
3916 related articles
·3 min
Java Backend to AI: A Practical Guide to Multi-Agent Collaboration with Spring AI
How can Java backend engineers transition to AI Agent development? This guide covers the evolution from Chat to Agentic AI, ReAct decision-making, MCP tool calling, and multi-Agent orchestration with Spring AI.
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·4 min
Getting Started with LangChain 1.3: Ecosystem Architecture & Agent Development Complete Guide
Complete guide to LangChain 1.3 ecosystem: four core modules (LangChain, LangGraph, DeepAgent, LangSmith), from setup to building your first Agent with tools, prompts & memory.
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·4 min
6 Must-Do Tasks Before Deploying Enterprise AI Agents: A Complete Guide to Observability + Evaluation
A detailed guide to 6 critical engineering challenges for enterprise AI Agents before production, covering Langfuse-based tracing, observability, evaluation stages, prompt governance, and high-concurrency architecture.
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·5 min
Building Data Agents with BigQuery and ADK: AgentOps in One Line of Code
Deep dive into Google Cloud's complete stack for building data Agents with BigQuery and ADK, covering MCP Toolbox parameterized SQL, managed MCP servers, and Agent Analytics one-line observability.
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·3 min
A Universal Orchestration Layer for Deep Learning: Why MLOps Still Lacks a Standard Framework
Deep learning training code is just the tip of the iceberg. This article explores why MLOps still lacks a standard framework-agnostic orchestration layer and offers practical tool combination advice.
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·4 min
MCP + Skill in Practice: A Guide to Building an Automated Enterprise Regulatory Risk Alert System
A detailed guide on building an automated enterprise regulatory risk alert system using MCP protocol and Agent Skill, covering data collection, six evidence thresholds, applicability judgment, actionable measures, and delivery via Feishu/email.
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·3 min
EgoLite Browser Deep Dive: Why It's Better Than Playwright MCP for Personal AI Automation
Deep dive into EgoLite Agent browser, comparing it with Playwright MCP and Browser Use. Analyzing Space isolation, script-based operations, and Skill features.
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·3 min
CVE-2026-53361 Vulnerability Analysis: Linux Kernel AF_UNIX Container Escape Mechanism and Defenses
In-depth analysis of CVE-2026-53361 Linux kernel vulnerability: AF_UNIX socket GC and MSG_PEEK race condition causing UAF, container escape exploitation chain, and defense strategies.
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·3 min
Claude Code Cross-Session Messaging Explained: No More Manual Relay Between Windows
Learn how Claude Code's cross-session messaging works—enabling direct communication between multiple windows without manual copy-pasting, boosting AI coding collaboration.
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·2 min
AI Art Style Reuse Tips: Train Once, Generate Everywhere
A practical guide to AI art style reuse: establish a style master image and transfer it across sessions for serialized, consistent AI creation. Covers image re-upload methods, conversational workflows, and actionable tips.
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·3 min
GitHub Daily · August 13: Local AI Tools Surge in Popularity, Privacy-First Becomes the Dominant Theme
GitHub Trending Aug 13: Local-first AI tools dominate with FluidVoice, unsloth, and modly, while Agent integration projects like holaOS and obsidian-skills reshape workflows.
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·3 min
The Truth Behind Cheap Cursor Pro Services: Risks and Alternatives
In-depth analysis of cheap Cursor Pro subscription services, revealing three major risks—account bans, code leakage, and service disappearance—plus compliant alternatives.
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·4 min
OpenCode Practical Guide: Installation, Configuration & Usage Tutorial for This Open-Source Claude Code Alternative
Complete guide to OpenCode, the open-source Claude Code alternative: covers desktop and WSL installation, model configuration, rule files, custom commands, and MCP service integration.
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·3 min
Unsloth Desktop: The First Open-Source AI Desktop App Supporting Local Training + Inference
Unsloth Desktop is an open-source app for Mac/Windows/Linux that integrates local model training and inference with 2x speed, 70% VRAM savings, GGUF/MLX support, and Claude Code connectivity.
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·3 min
Is Claude Secretly Watermarking AI Content with Steganography? A Deep Dive into the Closed-Source Model Trust Crisis
Reddit users accuse Claude of using steganography to secretly mark AI content, sparking a closed-source transparency debate. We analyze the tech, false positive risks, and open vs closed model trust.
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·2 min
LTX-2.5 Released: Complete Breakdown of Native Multishot Generation and Dynamic Compute Allocation
LTX-2.5 launches with native multishot generation, Diffusion Fidelity Rendering for dynamic compute allocation, and improved distilled models—runs on consumer GPUs with full open-source access.
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·2 min
MiniMax H3 Video Model Local Deployment Test: Stunning Results on a Consumer-Grade RTX 4070Ti Super
A Reddit user runs MiniMax H3 video model locally on an RTX 4070Ti Super, generating stunning WW2-themed videos using Ideogram for image generation paired with H3's reference workflow.
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·4 min
Cursor's Frequent Updates Spark Controversy: How to Balance Rapid Iteration with Stability?
Cursor AI code editor faces backlash over near-daily updates that break core features for months. This article analyzes the tension between rapid iteration and stability in AI dev tools.
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·3 min
GenSpark SecondBrain Note Review: A 2.95mm Card-Sized AI Recorder That Auto-Generates Meeting Notes
GenSpark's SecondBrain Note is a 2.95mm MagSafe AI recorder with 5m pickup range and 35-hour battery life that auto-converts meetings into structured notes. SOC 2 Type II and ISO 27001 certified.
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·3 min
dolv: The Unified AI Execution Operator for Growth Teams
dolv is an AI execution operator for growth teams that reads real-time funnel data, executes tasks across tools, and includes human approval—upgrading from AI assistant to true business executor.
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