#TAM SAM SOM
339 related articles
Industry Insights·1 min
AI Isn't a New Tool — It's the Industrial Revolution of the Software Industry
AI is reshaping software industry structure and roles. From vanishing entry-level jobs to exponential capability growth, a deep analysis of AI's real impact on programming careers.
Read more →
Research·2 min
Google Antigravity Uses 93 AI Agents to Build a Complete Operating System from Scratch
Google Antigravity built a complete OS from scratch using 93 AI agents and a single prompt—including kernel, drivers, and all components—for under $1,000.
Read more →
Product Reviews·2 min
Gemini 3.5 Flash vs Qwen3.6 Real-World Test: How Far Are Benchmark Scores from Actual Experience?
Hands-on testing of Gemini 3.5 Flash across UI generation, coding, and Agent capabilities vs Qwen3.6-27B, revealing the gap between benchmark scores and real-world performance.
Read more →
Tech Frontiers·2 min
CLAUDE.md Tops GitHub Trending: 4 Rules to Tame Your AI Coding Assistant
CLAUDE.md hits GitHub trending with 4 core rules for taming AI coding assistants: ask when unsure, don't over-engineer, stay on task, and give goals not steps. Master the new AI collaboration methodology.
Read more →
Tutorials·2 min
6 Project Workflows from Claude Code Creator Boris: Plan Mode, Parallel Sessions & Verification Mechanisms
Deep dive into Claude Code creator Boris Cherney's 6 core workflow strategies: Plan Mode, minimal Claude MD, verification mechanisms, parallel sessions, and future-oriented thinking for maximum AI coding efficiency.
Read more →
Industry Insights·2 min
Google vs Codex vs Claude Code: A Deep Comparison of Three AI Coding CLI Approaches
Deep comparison of Google Gemini CLI, OpenAI Codex, and Claude Code — three AI coding tools taking divergent paths: platform OS, task queue command center, and UNIX toolchain.
Read more →
Product Reviews·1 min
Qwen 3.6 Local Deployment in Practice: 35B Model Reverse-Engineers LTE Modem, Beating Claude
Qwen 3.6 35B MoE model runs locally on MacBook, reverse-engineers LTE modem web portal by extracting login logic from obfuscated JS, outperforming Claude Sonnet while Gemma 4 fails the same task.
Read more →
Tech Frontiers·1 min
Ralph Open-Source Project: Using Loop Mechanisms to Keep AI Stable During Programming Tasks
Ralph is an open-source AI coding framework that solves context explosion and requirement drift through task decomposition, round-by-round execution, and state persistence. With 14,900+ GitHub stars.
Read more →
Tech Frontiers·2 min
Codex in Practice: A Complete Tutorial for Building a Native macOS App from Scratch in 25 Minutes
A detailed walkthrough of building a fully functional native macOS app from scratch with OpenAI Codex in 25 minutes, covering agentic AI workflows, Codex vs Claude Code comparison, and automated testing.
Read more →
Expert Opinions·2 min
Are Free AI Aggregator Sites Reliable? Data Security Risks and the Truth Revealed
In-depth analysis of how free AI aggregator sites for ChatGPT and Claude actually work, revealing data security risks behind account pools and API proxies, plus safe alternatives.
Read more →
Tutorials·2 min
How to Bulk Delete Bilibili Comment History: A Tampermonkey Script Guide
Learn how to bulk delete Bilibili comment history using Tampermonkey scripts with AICU and SRDS data sources. Includes Cookie setup and safety tips.
Read more →
Deep Dives·2 min
Harness Engineering Explained: The Third Paradigm Shift in AI Engineering
Deep dive into Harness Engineering: the evolution from Prompt Engineering to Context Engineering to Harness Engineering, comparing Anthropic and OpenAI's different approaches to AI Agent development.
Read more →
Tutorials·2 min
AI Reverse Engineering in Practice: Cracking Modified SHA-1 and 20,000+ Lines of Obfuscated Code in One Shot
Learn how to use AI tools to crack modified SHA-1 algorithms and 20,000+ lines of obfuscated JS code, reducing hours of traditional reverse engineering to just 20 minutes.
Read more →
Tutorials·2 min
AI One-Click Bypass of Infinite Debugger Anti-Debugging: A Tampermonkey Script Hands-On Tutorial
Learn how to use AI to quickly generate Tampermonkey scripts that bypass Infinite Debugger anti-debugging. From precise prompt crafting to script deployment, a complete hands-on workflow.
Read more →
Product Reviews·2 min
OpenAI Codex on Windows: Features, Quotas, and Real-World Testing
A deep-dive test of OpenAI Codex on Windows: GPT-5.4 capabilities, quota comparison with Claude Code, Work Tree parallel tasks, sandbox security, and two real-world projects.
Read more →
Tutorials·3 min
Building an AI Workstation: A Layered Tool Strategy and Physical Isolation Guide
A practical guide to building an AI workstation: physical isolation with vertical screens, pyramid tool layering (Doubao/Trae/Claude/GPT-4), and real Token cost breakdowns to maximize AI workflow efficiency on a budget.
Read more →
Deep Dives·3 min
Cursor Unlimited Refill Plugin: How It Works, Risks, and Better Alternatives
Deep dive into how Cursor's unlimited refill plugin works via multi-account rotation, its security and ban risks, plus compliant alternatives like Cursor Pro, API access, and multi-tool strategies.
Read more →
Product Reviews·2 min
Roo Code Arena Mode and Plan Mode Explained: New Ways to Use Your AI Coding Assistant
Roo Code launches Arena Mode for blind AI model comparison and Plan Mode for plan-first coding workflows, enhancing AI-assisted programming control and evaluation.
Read more →
