#AI coding
5089 related articles
Deep Dives·4 min
Agent, MCP, and Function Calling: A Complete Guide to Their Differences and Relationships
A deep dive into the relationships between AI Agent, MCP protocol, Function Calling, and Prompt. From basics to full architecture, build a clear cognitive framework for AI app development.
Read more →
Tutorials·3 min
Building an AI Digital Human Agent from Scratch: Architecture Design & Full Technical Breakdown
Complete guide to building an AI digital human Agent, covering Agent, RAG, WebRTC, and Docker deployment with architecture design and engineering best practices.
Read more →
Tech Frontiers·2 min
Datasette 1.0a29 Released: Fixing a Gnarly Segfault Race Condition with GPT-5.5
Datasette 1.0a29 preview released, fixing a segfault race condition introduced by test optimization. Developer Simon Willison used GPT-5.5 xhigh to help reproduce the issue, showcasing AI debugging in practice.
Read more →
Tech Frontiers·3 min
OpenAI Codex Adds Computer Use: AI Agents Autonomously Control Mac in the Background
OpenAI adds Computer Use to Codex, enabling AI agents to autonomously click, type, and operate across Mac apps in the background without taking user control.
Read more →
Tech Frontiers·2 min
OpenAI Symphony: One Codex Agent Per Task — A New Paradigm for Multi-Agent Parallel Programming
Deep dive into OpenAI's Symphony: assigning an independent Codex agent to each task for multi-agent parallel programming. Explore its architecture, developer impact, and industry trends.
Read more →
Deep Dives·3 min
Claude's Advisor Strategy: Small Models Execute, Large Models Supervise — A New Cost-Saving Paradigm for AI Agents
Anthropic's Advisor Strategy lets Sonnet execute tasks while Opus serves as advisor, cutting costs 12% while boosting SWE-Bench by 2.7 points. A new multi-model AI Agent paradigm explained.
Read more →
Expert Opinions·3 min
Surviving the AI Layoff Wave: The Workplace Hype Truths Exposed by a Satirical Video
Mo Bitar's satirical TikTok exposes AI workplace absurdities: fake jargon to secure budgets, automating colleagues for promotions. A deep dive into overestimated AI capabilities, fear-driven decisions, and the moral cost of tech hype.
Read more →
Tutorials·3 min
Claude Code Domestic Alternative: Low-Cost Deployment and Six Core Architecture Components Explained
Detailed guide on deploying Claude Code domestic alternatives via compatible API interfaces. Deep dive into six core systems: built-in tools, hierarchical memory, multi-Agent collaboration, and more.
Read more →
Tech Frontiers·3 min
Threads Won't Let Users Block Meta AI Account: Forced AI Integration Sparks User Rights Controversy
Meta is testing an AI account on Threads that users can @mention for information but cannot block. This design sparks controversy over user autonomy, privacy, and platform governance amid Big Tech's AI push.
Read more →
Industry Insights·3 min
AI-Native Engineering Transformation: Real Emotions and Coping Strategies from 218 Technical Leaders
Based on research with 218 engineering leaders, this deep dive explores the contradictory emotions in AI-native transformation — excitement and anxiety coexisting — and how leaders navigate successful change.
Read more →
Tech Frontiers·2 min
Android 17 Officially Released: A Deep Dive into Nine New Features and How It Balances AI with Practicality
Google officially releases Android 17 with nine new features including AI voice input, vibe-coded widgets, Emoji overhaul, and screen time management tools.
Read more →
Deep Dives·3 min
Augment Code Architecture Revealed: Dedicated Subagents Replace KV Cache, Cutting Costs by 90%
Deep dive into how Augment Code uses Mercury 2 dedicated subagents to replace traditional KV cache, achieving 82% faster context compaction, 90% lower summarization costs, and 30% reduced LLM spending.
Read more →
Product Reviews·2 min
Perfect-Web-Clone: A Deep Dive into the Pixel-Perfect Web Cloning Tool Built on Multi-Agent Architecture
Deep dive into the Perfect-Web-Clone open-source project: how its Claude Agent SDK multi-agent architecture and 40+ specialized tools achieve pixel-perfect web cloning beyond Cursor and single-model tools.
Read more →
Tech Frontiers·2 min
Augment Launches Prism Smart Routing: Automatically Selects Optimal Models to Cut Costs by 30%
Augment launches Prism, an intelligent model router that automatically assigns requests to the optimal AI model during multi-turn coding, matching frontier quality while cutting costs 20-30%.
Read more →
Industry Insights·3 min
AI Tool Adoption ≠ Transformation: 219 Engineering Leaders Reveal the Real Gap
A survey of 219 engineering leaders reveals most teams adopted AI dev tools without truly changing how they build software. Discover the gap and three key traits of successful transformation.
Read more →
Product Reviews·3 min
AGENTS.md Coding Rules Put to the Test: Code Quality Unchanged, Development Efficiency Significantly Improved
A developer tested AGENTS.md coding rules across 40 PRs on three AI coding Agents. Results: code quality unchanged, but fewer tool calls, faster completion, and lower costs.
Read more →
Deep Dives·3 min
LLM Guardrails Index: A Deep Dive into the Most Comprehensive LLM Safety Evaluation Framework
An in-depth look at LLM Guardrails Index — the most comprehensive open-source LLM safety evaluation framework covering PII protection, jailbreak defense, and more for enterprise LLM security.
Read more →
Product Reviews·3 min
Real-World LLM Reliability Testing: Three Core Problems Exposed by a Pizza Shop AI Chatbot
A fictional pizza shop AI chatbot reveals three core LLM reliability challenges in 2025: topic control, information security, and response accuracy.
Read more →
Deep Dives·3 min
Why Is AI Agent Testing So Hard? How Simulation Testing Cracks the Infinite Input Space Problem
AI Agents face infinite input spaces and non-deterministic outputs. Learn how simulation testing systematically validates Agent reliability through scenario generation, environment simulation, and behavior evaluation.
Read more →
Tech Frontiers·2 min
DeepSeek-V3.2-Exp Discovers RoPE Implementation Bug: Interleaved Format Mismatch Causes Inference Performance Degradation
A RoPE interleaved format mismatch bug was found in DeepSeek-V3.2-Exp's inference demo, causing silent performance degradation. Learn the root cause, technical details, and fix.
Read more →