#AI-native infrastructure
253 related articles
·2 min
MasterGo AI + Cursor: A New Paradigm for AI Full-Stack Development and Developer Capability Reinvention
Discover how MasterGo AI and Cursor are reshaping full-stack development — from prompt-to-design to natural language coding — and what it means for developer skills.
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·3 min
Core Iron Rules for Deploying AI Agents in Production
What are the critical runtime rules for AI Agents in production? This deep dive covers independent verification for state changes, least privilege, observability, and more.
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·3 min
Perplexity AI Deep Dive: The Perfect Fusion of Search Engine and AI Q&A
Deep dive into Perplexity AI: real-time web search + multi-model AI, transparent citations, Focus Modes, PDF chat, and collaborative Collections. Can it replace Google and ChatGPT?
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Assess Your Engineering Team's AI Agen…
·3 min
Assess Your Engineering Team's AI Agent Maturity in 5 Minutes: A Tiered Framework and Key Dimensions
How to quickly gauge your engineering team's AI Agent adoption level? This article breaks down a four-tier AI maturity framework covering tool adoption, workflow integration, governance, and measurement.
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Dense: An Open-Source ML Workbench Bui…
·2 min
Dense: An Open-Source ML Workbench Built for Neural Network Architecture Research
Dense is an open-source ML IDE for neural network architecture research. It integrates the DeltaImportance layer and architecture visualization to help researchers iterate faster and analyze network importance during the design phase.
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·3 min
Spring AI 2.0 Deep Dive: A Java Developer's Guide to LLM Application Development
A deep dive into Spring AI 2.0: provider-agnostic APIs, RAG with vector databases, and how Java developers can build LLM apps using the Spring ecosystem.
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·6 min
OpenAI Merges ChatGPT and Codex: The Super App for the AI Agent Era Is Here
OpenAI merges ChatGPT and Codex into a super app and releases three new GPT-5.6 models: Sol, Terra, and Luna. A deep dive into four hands-on workflows—Computer Use, Loops, and multi-threading—for the AI agent era.
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Third Mind Notes: A Note-Taking App Bu…
·2 min
Third Mind Notes: A Note-Taking App Built for AI Prompt Management
Third Mind Notes is an AI-era note-taking app combining Apple Notes simplicity, Cursor AI interaction, and Obsidian knowledge graphs — built for prompt management and LLM wiki construction. Now on TestFlight.
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·3 min
Getting Started with Codex: A Comprehensive Comparison with Claude Code and How to Choose
A deep comparison of Codex vs. Claude Code on pricing, stability, and frontend/backend strengths — plus how to choose between Cursor, Claude Code, and Codex.
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·2 min
Grok 4.5 Hands-On Review: Speed, Accuracy, and Value in a Three-Way Evaluation
A power-user developer tests Grok 4.5: blazing-fast responses, high accuracy, and great value. A deep dive into Grok 4.5's real-world AI coding performance in Cursor.
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·4 min
Coze in Practice: A Complete Guide to Building Multi-Agent Collaboration Teams
A systematic guide to Coze's positioning and capabilities, covering Agent-building platform categories, Skill modules, workflow orchestration, and multi-Agent team building.
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·3 min
AI Didn't Take My Job — It Made Me Work Two to Pay for Subscriptions
The most authentic worker dilemma of the AI era: not unemployment anxiety, but subscription anxiety. ChatGPT, Claude, Copilot — monthly fees easily top $100. Are AI productivity tools a boost or a new burden?
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·3 min
Google Open-Sources Stitch Skills: A New Practice in AI Agent Skill Standardization
Google Labs open-sourced stitch-skills, a standardized skill encapsulation solution for AI Agents, compatible with Gemini CLI, Claude Code, Cursor and more.
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·5 min
Multi-Model Tiered Deployment: Is an AI Gateway Worth Adopting?
More teams are adopting multi-model tiered scheduling. AI gateways solve cross-vendor API management, automatic fallback, and cost tracking — but add a new abstraction layer. Learn when a gateway is worth it.
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·6 min
Grok 4.5 Coding Benchmark: A Deep Dive into Performance, Speed, and Cost
xAI releases Grok 4.5, purpose-built for coding agents. 80 TPS speed, $2/M input tokens, SWE Bench Pro score of 64.7, and 4.2x better token efficiency than Opus 4.8. A deep hands-on review.
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·6 min
Zuckerberg Admits AI Progress Falls Short of Expectations: The Industry Truth Behind the Layoffs
Meta laid off 8,000 to bet on AI, yet Zuckerberg admits AI agents fell short of expectations. A look at the collective 'AI reflection' among OpenAI, Microsoft, and Google, plus research on AI's selective impact on jobs.
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·5 min
GLM-5.2 Hands-On Review: A 753B-Parameter Open Model That Beats GPT and Claude on Value
In-depth hands-on review of Zhipu AI's flagship GLM-5.2: a 1M-token context window and API pricing just one-fifth of GPT/Claude. Covers website building, Chrome extensions, 3D game cloning, and agentic workflows.
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·6 min
Cursor Meets Grok 4.5: A Hands-On Test of an AI Coding Assistant That's 5x Faster with Cleaner Output
A developer deeply tests Grok 4.5 High Fast in Cursor, finding it rivals Claude Opus in quality but runs 5x faster with cleaner, filler-free output. Full hands-on review and analysis.
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·5 min
Has Apple Lost the AI Race? The Battle Between Software Setbacks and the Hardware Moat
After Apple failed to deliver on its new Siri promise for two years running, many ask: has Apple lost the AI race? We break down two AI tracks—software models vs. on-device hardware.
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·6 min
GPT-5.6 Released: Codex Officially Integrated into ChatGPT, Ushering in a New Era of AI Programming
OpenAI releases GPT-5.6 and integrates Codex directly into ChatGPT, letting developers invoke code generation and debugging within conversations. A deep dive into the product logic and ecosystem impact.
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