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How to Set Up Claude Code Skills for a Full Dev Workflow

A practical guide to installing Claude Code skills for PRDs, specs, planning, and validation, covering the outer loop and inner loop of AI coding.

Claude Code skillsAI coding workflowClaude Code marketplace plugin

Did Claude Make Progress on the Riemann Hypothesis? Here's What Happened

Anthropic's unreleased Claude research model pushed a key bound on the Riemann Hypothesis past prior human results, guided by encouragement alone.

Claude Riemann hypothesisAnthropic math researchAI mathematics breakthrough

DeepSeek V4 Pro 0813: Benchmark Results and Hands-On Test

DeepSeek V4 Pro 0813 benchmarked against GPT, Claude, and Gemini rivals, with official scores, independent coding tests, and pricing breakdown.

deepseek v4 pro benchmarkdeepseek v4 pro 0813deepseek pricing

DeepSeek V4 Pro Pricing: Is It the Best Value AI Model Right Now?

DeepSeek V4 Pro charges 43 cents per million input tokens, far below Claude and Gemini. Here's how its pricing and performance actually stack up.

deepseek v4 pro pricingcheapest AI modeldeepseek api cost

The EU's New AI Watermarking Rule: What It Actually Requires

The EU AI Act now pushes AI labs to label AI-generated content globally. Here's what triggered it and who has to comply.

EU AI Act watermarkingAI content labeling lawAI regulation 2025

How to Prompt Claude Opus 5 for Better Agentic Results

Learn why over-specific prompts hurt Claude Opus 5, and how high-level goals plus self-verification produce stronger agentic outcomes.

claude opus 5 promptingagentic verificationunhobbling models

Can You Vibe Code a 3D Video Game With AI in a Day?

A developer rebuilt a 2D game as a 3D roguelite using Claude Opus and GPT Codex. Here's what it reveals about AI's limits in game dev.

vibe coding gameClaude Opus game devAI game development

Inside OpenAI's Million-Line Codebase Built Almost Entirely by AI Agents

Three OpenAI engineers used Codex agents to ship a million-line, 1,500-PR internal product. Here's how they structured the work.

OpenAI Codex million line codebaseAI agent software projectCodex long running agent

Qwen3.8-2.4T-A95B Benchmarks vs Opus 4.8 and GPT-5.6 Sol

Qwen3.8-2.4T-A95B benchmark results compared against Opus 4.8, Fable 5, and GPT-5.6 Sol across coding-agent and general-agent tests.

Qwen3.8 benchmarkQwen3.8-MaxQwen3.8 vs GPT-5.6

The 'Stolen Thoughts' Paper: How AI Chain-of-Thought Gets Leaked

Researchers found a way to pull raw chain-of-thought reasoning from proprietary LLM APIs, exposing credentials and enabling model distillation.

stolen thoughts paperchain of thought leakLLM distillation

What Is Grok Bot? xAI's Multi-Agent Assistant Explained

Grok Bot runs teams of always-on AI agents, each with its own cloud computer, synced across phone and desktop. Here's how it works.

Grok BotxAI agentsAI agent fleet

Grok Bot Pricing and Free Trial: What You Need to Know

Grok Bot costs $200/month via Cursor Ultra, offers a 7-day free trial, and runs macOS only. Here's the full breakdown of pricing and access.

Grok Bot pricingGrok Bot free trialGrok Bot cost

How to Set Up Grok Bot and Build Your First AI Agents

A practical guide to setting up Grok Bot, creating specialized agents, connecting plugins, and building routines and triggers that run on their own.

how to set up Grok BotGrok Bot tutorialGrok Bot routines

Grok Bot vs Open Claw vs ChatGPT: Which Agent Setup Wins?

Grok Bot, Open Claw, and ChatGPT compared on memory, context sharing, and multi-agent workflow to see which agent setup actually holds up.

Grok Bot vs ChatGPTGrok Bot vs Open ClawAI agent comparison

Fix Degraded Claude Code Output: Trim Skills, Not Add Them

Claude Code output feel worse after a model upgrade? Learn why fewer skills and less rigid instructions often produce better results.

fix Claude CodeClaude Code skillsCLAUDE.md tips

Managing Context in Long-Running AI Agent Sessions

How progressive context shaping and current-state files help AI coding agents stay on track across multi-hour, multi-session runs.

AI agent context managementlong running agent sessionsprogressive context shaping

M5 MacBook Air: Is It Actually Worth It for Developers?

M1-M5 MacBook Air benchmarks compared: SSD speed, compile times, thermal throttling, and Wi-Fi 7 tested for real developer workloads.

M5 MacBook Air reviewM5 vs M4 MacBook AirMacBook Air benchmarks

M5 MacBook Air: How Much Faster Is Local AI, Really?

The M5 MacBook Air brings a real memory bandwidth jump for local LLMs. Here's what that means for prompt processing and token generation.

M5 MacBook Air local AIM5 neural acceleratorrun LLM on MacBook Air

Did Moonshot's Kimi K3 Distill Claude or GPT? Examining the Claims

A technical look at whether Moonshot's Kimi K3 could have been distilled from US frontier models, based on how distillation actually works.

Kimi K3 distillationMoonshot AI distillationChinese AI models distillation

What Is OtterMind AI? The All-in-One Agent Workspace Explained

OtterMind AI turns messy files and prompts into finished decks, reports, and websites using built-in frontier models with no API keys.

OtterMind AIAI agent workspaceOtterMind free tier

OtterMind AI Pricing: Free Tier, Credits, and Pro Model Access Explained

How OtterMind AI's pricing works: the free OtterMind Light tier, credit balance system, and paid access to GPT, Claude, and GLM models.

OtterMind AI pricingOtterMind free tierOtterMind credits

How Physical Intelligence Makes Robots Reliable Enough to Trust

Physical Intelligence's Chelsea Finn explains the RL recipe, human interventions, and value functions behind reliable autonomous robots.

Physical Intelligence roboticsChelsea Finn robotsrobot reinforcement learning

Qwen3.8-2.4T-A95B: Specs, Architecture, and Benchmarks Explained

Qwen3.8-2.4T-A95B specs: 2.4T total/95B active MoE parameters, 262K context, and benchmark scores versus Opus 4.8 and GPT 5.6.

Qwen3.8-2.4T-A95BQwen3.8-MaxQwen3.8 benchmarks

Qwen3.8-2.4T-A95B: Alibaba's Open-Weight Qwen-Max Flagship Explained

Alibaba open-sourced Qwen3.8-2.4T-A95B, a 2.4T-parameter MoE model with 95B active params and 262K context. Here's what's inside it.

Qwen3.8Qwen3.8-2.4T-A95BQwen3.8-Max open weight