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AI Engineering
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AI Engineering

Focused on cutting‑edge product and technology information and practical experience sharing in the AI field (large models, MLOps/LLMOps, AI application development, AI infrastructure).

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Latest from AI Engineering

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AI Engineering
AI Engineering
Jun 24, 2026 · Artificial Intelligence

Is Claude Tag the Third Paradigm of Large‑Model Interaction? Karpathy’s Take

Anthropic’s new Claude Tag lets teams collaborate with Claude directly in Slack, offering multi‑user visibility, persistent channel context, an ambient proactive mode, and asynchronous project handling, while Karpathy hails it as the third major UI shift for large models amid debates over control, ownership, and open‑source alternatives.

AI collaborationAnthropicClaude
0 likes · 6 min read
Is Claude Tag the Third Paradigm of Large‑Model Interaction? Karpathy’s Take
AI Engineering
AI Engineering
Jun 23, 2026 · Industry Insights

After Three Years of Building Scrapers, This One‑Line Tool Beats It

The article analyzes why acquiring public social‑media data is the biggest obstacle for AI‑driven content apps, compares DIY crawlers with commercial solutions, and demonstrates how RedFox’s unified API lets developers fetch multi‑platform data with a single key, minimal code, and lower maintenance costs.

AI dataPythonREST
0 likes · 10 min read
After Three Years of Building Scrapers, This One‑Line Tool Beats It
AI Engineering
AI Engineering
Jun 22, 2026 · Artificial Intelligence

How Sakana’s Unconventional AI Orchestrator Fugu Beats Fable 5 in Code Benchmarks

Japanese startup Sakana’s new multi‑agent orchestration system, Fugu, combines publicly available models to deliver code‑generation performance that surpasses closed‑source rivals like Fable 5, offering two versions, detailed benchmark results, qualitative use‑case demos, pricing options, and an analysis of its engineering trade‑offs.

AI orchestrationFuguLLM Engineering
0 likes · 9 min read
How Sakana’s Unconventional AI Orchestrator Fugu Beats Fable 5 in Code Benchmarks
AI Engineering
AI Engineering
Jun 22, 2026 · Artificial Intelligence

Agents Build Their Own 3D Social Network: Inside the AI‑SNS Project

The AI‑SNS project on GitHub proposes a novel architecture that connects autonomous AI agents through a 3D geographic map, enabling discovery, direct communication, capability exchange, and self‑organizing collaborations without human intervention, and outlines a protocol‑based infrastructure for a distributed AI service marketplace.

3D mapAI agentsAI service marketplace
0 likes · 7 min read
Agents Build Their Own 3D Social Network: Inside the AI‑SNS Project
AI Engineering
AI Engineering
Jun 20, 2026 · Artificial Intelligence

Free Model Weights, Yet No Free Intelligence: The AI Compute Debate

A lively debate sparked by a tweet reveals that while open‑source model weights may be free, achieving useful AI still demands costly GPU compute, exposing a gap between benchmark scores, real‑world utility, and the economics of hosting large language models.

AI computeGPU infrastructureinference cost
0 likes · 5 min read
Free Model Weights, Yet No Free Intelligence: The AI Compute Debate
AI Engineering
AI Engineering
Jun 20, 2026 · Artificial Intelligence

Why Managers Outperform Programmers Using Claude Code: Surprising Success Rates

Anthropic's report shows managers achieve a 95% success rate with Claude Code—higher than software engineers—while Ethan Mollick highlights soft‑skill advantages, cites a MBA prototype experiment, and presents a three‑step "coloring book" framework for effective AI‑agent collaboration.

AI agentsAnthropic reportClaude Code
0 likes · 5 min read
Why Managers Outperform Programmers Using Claude Code: Surprising Success Rates
AI Engineering
AI Engineering
Jun 19, 2026 · Artificial Intelligence

Record Once, Automate Forever: Codex’s New No‑Prompt Workflow Builder

OpenAI’s Codex now offers a Record & Replay feature that lets macOS users capture a desktop task once, automatically generating an editable Skill file that can be invoked later without writing prompts, sparking discussions about platform limits, comparisons to macros and RPA, and potential industry impact.

AICodexOpenAI
0 likes · 4 min read
Record Once, Automate Forever: Codex’s New No‑Prompt Workflow Builder