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The September Cut Took 17% of My Claude Code Week. Subagents Took 48%
455 sessions of logs show where a Claude Code week actually goes, and which saving tips work.
Evidence-Driven Development: Give Your Coding Agent Something to Prove
Write a claim that can lose, break the app on purpose, and keep evidence your agent can't fake.
Slopsquatting: Your AI Invented a Package, and an Attacker Was Waiting
Nearly 1 in 5 AI-suggested packages in one study did not exist. How attackers use that.
Free the Models: Harness Design at the Frontier
Replit stopped routing work for the model and let the model decide. Here are the numbers.
UpGuard: 16,326 Supabase Databases Exposing Data
The largest study of Supabase misconfigurations: thousands of app databases readable by anyone.
AI Coding Made CI a Bottleneck, So Linear Reworked Theirs
How Linear cut PR wait time and halved runner cost while its test suite quadrupled.
Jev in 25 Lines of Python
Build a Jev-style decision model from any GGUF model in 25 lines: choices in, probabilities out.
AI Overviews Cut CTR by 23.1% in France
Ahrefs data: the most exposed French sites lost 23.1% of their click-through rate
We Pinned Our Model Version. The Provider Deprecated It Anyway.
Why re-qualification, not inference, is the recurring cost of production AI
Pi Agent vs OpenCode after 100+ Hours of Real Use
An honest side-by-side of two coding agents from someone who actually used both
Running Codex as a Headless Agent
Turn Codex from an interactive assistant into something you can script
Time to First Token
A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization
Standing Rules Instead of Permission Prompts
Four months of treating AI like a report, not a chatbot — with receipts
awesome-mcp-servers
A huge curated collection of MCP servers for your agents.
awesome-claude-skills
A curated list of Claude Skills to customize your AI workflows.
Awesome LLM Apps
100+ runnable AI agent and RAG apps you can clone, customize, and ship
The Short-Leash AI Coding Method
A disciplined method for keeping AI coding agents on a short leash — reliable results, less drift
The Founder's Playbook: Building an AI-Native Startup
Anthropic's guide to building a startup that is AI-native from day one.
webMCP: Build Websites with MCP
Guide to building websites using Model Context Protocol with live demo
Fashion Try-On App in 30 Minutes with v0
No-code tutorial for weekend project
AI Sales Infrastructure with Claude, n8n, and Apollo
Step-by-step guide to automating sales pipeline
Transform Spaces with World Labs
Tutorial using Seedream Edit + World Labs for 3D spaces
How Beginners Read Developer Tutorials
Eye-opening discussion on tutorial comprehension
AI Makes Seniors Stronger, Not Juniors
Controversial take with 448 HN comments
I Regret Building $3000 Pi AI Cluster
Jeff Geerling's honest post-mortem on hardware costs
Silicon Valley Bets on RL Environments
New startup wave creating agent training grounds
Google DeepMind Frontier Safety Framework
Strengthened safety measures for advanced models
42-Page AI Agents Survey
Academic deep-dive on architecture and applications
Free AI Learning Resources
Curated list of free courses and tutorials
Ben Horowitz: Follow Contribution, Not Passion
Columbia commencement wisdom for builders
Building Video Games with Claude Code
Zero-code game development tutorial for 2 complete games
Creating MCP Server from Scratch
Step-by-step guide to deploy MCP server in minutes
MCP for Supply Chain Optimization
Connect MCP servers for AI-powered logistics decisions
10 Projects with Cursor for $1000
Real developer shares what worked and broke
Structured XML Prompts with ZPrompt
Master prompt engineering with structured formats
NVIDIA + OpenAI Infrastructure Deal
Biggest AI infrastructure deployment in history
12 Developer Tools Guide
Practical productivity stack for daily shipping
Understanding MCP Tutorial
Deep dive into Model Context Protocol for APIs
Generating Consistent Imagery with Gemini
Prompt-based pipeline for visual consistency
Automated Price Monitoring Python
Build bargain hunting bot with APIs
11 Vibe Coding Best Practices
Master building with AI assistants
LLM Evaluation Pipeline Guide
Step-by-step tutorial for production AI evaluation
11+ Replit AI Alternatives
Comprehensive guide to AI coding platforms
7 Weekend AI Startup Ideas
Pre-validated concepts you can ship by Monday
Building ML Apps with Django
End-to-end tutorial from training to web forms and APIs
Top 10 Codex CLI Tips
Practical workflow automation tips with copy-paste snippets
Nano Banana Prompting Guide
Deep dive into prompting strategies for Nano Banana model
Free Cursor Agentic Coding Course
Master AI-assisted development with official Cursor course
Retrieve and Rerank RAG Visual Guide
Visual breakdown of advanced RAG patterns
Vibe Coding Process Breakdown
80% problem definition 20% prompting workflow
Claude Running Entire Marketing Stack
One mega-prompt handles research SEO ads content strategy
GPTVerse Partners with Nebulai
Decentralized AI infrastructure collaboration
Cursor Rules for 7-Day Apps
Leaked ruleset for rapid app development
AI Tools for Trading
Automate side income while you code
Google's Complete 2025 AI Toolkit
Every new API and tool in one place
English as Programming Language
Grace Hopper's 70-year vision finally realized
Effective Context Engineering for AI Agents
Official Anthropic guide on managing context windows
Build vs Buy for AI Scraping
Self-healing extraction patterns and audit-ready logging
EmbeddingGemma Browser Extension
Search entire browsing history semantically
Build GPT from Scratch with C#
Learn transformer architecture using only CPU
6 Prompt Patterns from 1000+ Analysis
Reddit research on production prompting that works
Sora 2 Technical Deep Dive
Architecture capabilities and API implementation
Complete Map of AI Agent Tools
Community resource mapping entire AI agent ecosystem
6 Types of AI Agents in 2025
Framework sparking debate on agent taxonomy
Eve Legal AI
$1B valuation with $103M Series B in legal AI
Build Stock Portfolio AI Agent with Pydantic AI
Complete fullstack tutorial with AG-UI
Microsoft Free 12-Week AI Curriculum
24 lessons disrupting entire bootcamp industry
Python New AI Integrations Guide
Real-world code examples for AI as default layer
5 Fun AI Agent Projects for Beginners
Practical projects that actually do useful work
AI Apps 50: How Startups Spend on AI
a16z and Mercury reveal where startup money goes
MIT Universal AI Program
Creating AI-fluent professionals through partnerships
Claude Code Vibe Translating PPTX
Using Claude to translate PowerPoints by extraction
Apple Local AI Models Developer Usage
iOS 26 rollout brings local AI to mobile development
5 Fun RAG Projects for Beginners
Build practical RAG applications from scratch
Agentic RAG Implementation Guide
Level up from basic RAG to autonomous AI systems
Practical LLM Evaluation Methods
Measure if your AI is production-ready
Build a Voice Assistant with LangGraph and MCP
14-day build diary for fully local voice assistant
Free AI Agentic Design Patterns Book
Google engineer's comprehensive patterns guide
Python Dataclass Deep Dive
Write less boilerplate with Python dataclasses
Showcasing Work on HuggingFace Spaces
Free Heroku alternative for AI demos
AI Operations Framework
Build robust GenAI apps with continuous improvement
Building Apps with No Experience
Launch your first app using Claude Code
Next.js Boilerplate for AI Coding
Reduce context and tokens for AI assistants
Modernizing Kernel Driver with Claude
Update 25-year-old kernel driver using Claude Code
Voice AI Automation Workflow (n8n)
Build real estate voice agent in 20 minutes
How to Make ChatGPT Teach You Any Skill
Turn ChatGPT into your personal tutor
5 Free AI Courses from Hugging Face
Hands-on courses covering LLMs, agents, MCPs, diffusion
End-to-End Data Scientist's Prompt Playbook
Copy-paste prompts for docs, DevOps, stakeholders
Agentic AI and Python Project Management
Strategic framework for Python tooling with agents
10 Underrated AI Tools Beyond ChatGPT
Practical alternatives saving hours daily
Ultimate AI Tools List Compilation
Comprehensive resource collection for builders
Build AI Agents for Millions of Requests
Production-ready patterns for scaling agent systems
LangChain CSV Sanity-Check Agent
Automate data validation workflows with LangChain
AI Budget Optimizer with LangGraph
Email to n8n to LangGraph to FastAPI automation
Docker for Python Developers
Essential containerization for deploying AI apps
ChatGPT Brainstorming Techniques
Structured approaches for better creative output
Train AI With Only Prompts
No-code approach to customizing AI behavior
Stanford CodeMonkeys Paper
40+ page deep dive on parallel AI agents
LangChain
Used in DeepMCPAgent for agent building
Complete Vibe Coding Guide
Build 12 apps with Claude Code and GPT-5