> youcanbuildthings.com
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Build something this weekend. 121 guides, all free.

Claude Trading Bot Hallucination: 8-Point Backtest Check
BUILD 8 min

Claude Trading Bot Hallucination: 8-Point Backtest Check

Catch Claude trading bot hallucination before live capital. Walk-forward backtest, 68% win-rate paradox, 8-point checklist, separate-session reproduction.

Continue → Use Claude to Build 7 AI Trading Bots

Cointegration Pairs Trading Python: Z-Score and Hedge Ratio
BUILD 8 min

Cointegration Pairs Trading Python: Z-Score and Hedge Ratio

Cointegration pairs trading in Python with statsmodels: Engle-Granger test, Z-score entries at ±2.0, hedge-ratio sizing, 20-day time-stop, VIX regime filter.

Continue → Use Claude to Build 7 AI Trading Bots

Crypto Funding Rate Arbitrage Bot: BTC Cash and Carry
BUILD 8 min

Crypto Funding Rate Arbitrage Bot: BTC Cash and Carry

Build a crypto funding rate arbitrage bot in Python. Long spot, short perp, collect funding every 8 hours when the rate exceeds 0.025%. Delta-neutral basis.

Continue → Use Claude to Build 7 AI Trading Bots

GPT-5.5 vs GPT-5.4 in OpenAI Codex: A Per-Task Picker
BUILD 8 min

GPT-5.5 vs GPT-5.4 in OpenAI Codex: A Per-Task Picker

GPT-5.5 vs GPT-5.4 in OpenAI Codex. A per-task config.toml that routes 8 task classes to the cheapest model that delivers, with dollar costs and 3.5x savings.

Continue → The Codex Migration Playbook

Multi Strategy Trading Bot Python: Risk Parity Allocator
BUILD 9 min

Multi Strategy Trading Bot Python: Risk Parity Allocator

Multi strategy trading bot Python build: risk-parity capital sizing, 90-day correlation drop rule, drawdown circuit breaker, and intent netting at the broker.

Continue → Use Claude to Build 7 AI Trading Bots

The OpenAI Codex 1M Context Window: 1M Is Really 258K
COMPARE 7 min

The OpenAI Codex 1M Context Window: 1M Is Really 258K

OpenAI Codex 1M context window. Layered: 1M API, 400K advertised, 258,400 reported, ~220K compaction breaks. The real ceiling and the issues that prove it.

Continue → The Codex Migration Playbook

Build an OpenAI Codex Cost Tracker in 60 Lines
BUILD 8 min

Build an OpenAI Codex Cost Tracker in 60 Lines

An OpenAI Codex cost tracker that parses ~/.codex/sessions/ JSONL and turns every session into a per-task dollar ledger. 60 lines of Python on your machine.

Continue → The Codex Migration Playbook

The 5-Tool OpenAI Codex Stack: 773-Upvote Post Answered
BUILD 9 min

The 5-Tool OpenAI Codex Stack: 773-Upvote Post Answered

The OpenAI Codex stack the 773-upvote r/codex post promised. 5 tools to install, 2 to cut, exact install commands, and the package-name gotchas devs hit.

Continue → The Codex Migration Playbook

Survive OpenAI Codex's Weekly Limit (the graphify Lever)
BUILD 8 min

Survive OpenAI Codex's Weekly Limit (the graphify Lever)

OpenAI Codex weekly limit fix. graphify cuts the same prompt from 18 reads/74K tokens/$0.45 to 4 reads/22K/$0.14. Same output. The actual lever, measured.

Continue → The Codex Migration Playbook

Options Flow Trading Bot in Python: The 4 Greek Gates
BUILD 8 min

Options Flow Trading Bot in Python: The 4 Greek Gates

Build an options flow trading bot in Python with four Greek gates: delta budget, gamma cap, IV-crush filter, theta sweep. Stop the bleed before it starts.

Continue → Use Claude to Build 7 AI Trading Bots

Five Claude Code Lifecycle Hooks for Your Obsidian Vault
BUILD 9 min

Five Claude Code Lifecycle Hooks for Your Obsidian Vault

Configure five Claude Code lifecycle hooks (SessionStart, UserPromptSubmit, PostToolUse, PreCompact, Stop) that load and re-inject vault context every prompt.

Continue → Claude Code + Obsidian: The AI Second Brain Playbook

How to Build a 5-Folder Obsidian Vault for Claude Code
BUILD 8 min

How to Build a 5-Folder Obsidian Vault for Claude Code

Ship the Obsidian vault structure Claude Code uses as primary context: five folders, install commands, and the smoke test that proves the loop in 60 minutes.

Continue → Claude Code + Obsidian: The AI Second Brain Playbook

Three Claude Code Subagents for an Obsidian Vault
BUILD 8 min

Three Claude Code Subagents for an Obsidian Vault

Three Claude Code subagents (brag-spotter, slack-archaeologist, cross-linker) for an Obsidian vault: isolated contexts, three Friday runs, fifteen minutes.

Continue → Claude Code + Obsidian: The AI Second Brain Playbook

The 7-Section CLAUDE.md Template for an Obsidian Vault
REFERENCE 8 min

The 7-Section CLAUDE.md Template for an Obsidian Vault

A CLAUDE.md Obsidian vault template that survives long sessions: identity, folder schema, active projects, decision log, anti-patterns, sized 80-150 lines.

Continue → Claude Code + Obsidian: The AI Second Brain Playbook

Local Semantic Search for an Obsidian Vault with Ollama
BUILD 8 min

Local Semantic Search for an Obsidian Vault with Ollama

Set up obsidian semantic search with Ollama and obsidian-copilot in 20 minutes. Local embeddings, no data leaves your machine, three-tier retrieval ladder.

Continue → Claude Code + Obsidian: The AI Second Brain Playbook

Claude Design Figma Import Not Working: The .fig Bug Fix
DEBUG 8 min

Claude Design Figma Import Not Working: The .fig Bug Fix

Claude Design figma import not working at 47MB? It's GitHub issue #51149. The asset-unbundle workaround imports your design system in 30 minutes flat.

Continue → Claude Design Playbook

Claude Design Generic Output: The 5-Step Brand Kit Fix
DEBUG 9 min

Claude Design Generic Output: The 5-Step Brand Kit Fix

Tired of Claude Design output that screams 'I just used one Claude prompt'? The 5-step brand kit setup that flips defaults to client-quality on-brand work.

Continue → Claude Design Playbook

Claude Design Landing Page Tutorial: The 12-Minute Build
BUILD 9 min

Claude Design Landing Page Tutorial: The 12-Minute Build

A timed Claude Design landing page tutorial. Walko, prompt to public URL, 12 minutes flat. Includes the 10-line prompt template that kills generic output.

Continue → Claude Design Playbook

Claude Design to Claude Code Handoff: Noon to Live URL
BUILD 9 min

Claude Design to Claude Code Handoff: Noon to Live URL

The Claude Design to Claude Code handoff turns a canvas design into a live Vercel URL in five hours. The 5-stage timeline plus the 5 common follow-up prompts.

Continue → Claude Design Playbook

Claude Design Weekly Limit: A 4-Step Refinement Budget
REFERENCE 8 min

Claude Design Weekly Limit: A 4-Step Refinement Budget

Hitting the Claude Design weekly limit on 'basic changes' isn't a bug. It's the wrong refinement pattern. The 4-step inline-first discipline cuts cost 3x.

Continue → Claude Design Playbook

How to Fit a 26B LLM on a 16GB GPU
OPTIMIZE 9 min

How to Fit a 26B LLM on a 16GB GPU

Q4_K_M is not the floor. Importance-matrix quantization, IQ3_M, and per-tensor tricks let you run models that 'cannot fit' your GPU with usable quality.

Continue → Master Ollama - The Speed Playbook

How Much VRAM Do You Need for a Local LLM?
REFERENCE 8 min

How Much VRAM Do You Need for a Local LLM?

The exact formula for predicting VRAM use of any local LLM, plus the KV cache table you need before you waste 20 minutes downloading a model that crashes.

Continue → Master Ollama - The Speed Playbook

Ollama Modelfile: 3 Templates That Beat the Defaults
BUILD 8 min

Ollama Modelfile: 3 Templates That Beat the Defaults

Default Ollama settings produce mediocre output. These 3 ready-to-copy Modelfiles for chat, code, and analysis fix it in 2 minutes with explicit reasoning.

Continue → Master Ollama - The Speed Playbook

Ollama vs llama.cpp: A Head-to-Head Speed Test
COMPARE 9 min

Ollama vs llama.cpp: A Head-to-Head Speed Test

All three engines use llama.cpp. Here is the head-to-head test that debunks the 'double your speed' Reddit claim and tells you which one to actually run.

Continue → Master Ollama - The Speed Playbook

Why Is Ollama So Slow? A 6-Step Diagnostic
DEBUG 9 min

Why Is Ollama So Slow? A 6-Step Diagnostic

Your Ollama is stuck at 3 tok/s? The priority-ordered diagnostic that finds the bottleneck in 5 minutes, with the specific fix and a tok/s test for each.

Continue → Master Ollama - The Speed Playbook

How Much Does a Hermes + Paperclip Company Cost to Run?
REFERENCE 8 min

How Much Does a Hermes + Paperclip Company Cost to Run?

Real Hermes + Paperclip company costs by tier. Verified API pricing, a copy-paste cost calculator, and the $28.50/month 6-agent production setup.

Continue → Zero-Human Companies

8 Hermes + Paperclip Failures (and How to Fix Each One)
DEBUG 8 min

8 Hermes + Paperclip Failures (and How to Fix Each One)

Why Hermes and Paperclip agents break in production. 8 failure modes from real GitHub issues with copy-paste fixes and a diagnostic function.

Continue → Zero-Human Companies

Build an AI Research Agency on Hermes + Paperclip
BUILD 9 min

Build an AI Research Agency on Hermes + Paperclip

5-agent research agency on Paperclip with Hermes workers. Full JSON configs, $0.09/report cost math, and the ramp to $6K/month.

Continue → Zero-Human Companies

How to Set Up Hermes Agent Skills That Compound Over Time
BUILD 8 min

How to Set Up Hermes Agent Skills That Compound Over Time

Build a self-improving AI agent with Hermes Agent skills. Three mechanisms, real SKILL.md files, and the commands that make your agent smarter weekly.

Continue → Zero-Human Companies

Connect Hermes Agent to Paperclip with hermes_local
BUILD 8 min

Connect Hermes Agent to Paperclip with hermes_local

Step-by-step setup for the Paperclip hermes_local adapter. Full config schema, heartbeat loop, environment variables, and the persistSession bug workaround.

Continue → Zero-Human Companies

Phantom Successes: Why AI Agents Lie About 401 Errors
DEBUG 9 min

Phantom Successes: Why AI Agents Lie About 401 Errors

AI agents report success on ~10-15% of failed API calls (illustrative). Here's why, and the is_error pattern you enforce in your MCP server to stop it.

Continue → Build AI Agents That Get Paid

OpenClaw Persistent Memory + Hermes Skill Sidecar
BUILD 9 min

OpenClaw Persistent Memory + Hermes Skill Sidecar

OpenClaw already persists facts. What it doesn't do is get faster at repeated workflows. Here's the Hermes three-tier sidecar that adds procedural skill memory.

Continue → Build AI Agents That Get Paid

Stop Politeness Loops With OpenClaw Hub-and-Spoke + Loop Detection
DEBUG 9 min

Stop Politeness Loops With OpenClaw Hub-and-Spoke + Loop Detection

Why two peer agents endlessly defer, the Hub-and-Spoke fix with OpenClaw's tools.agentToAgent, and the real tools.loopDetection schema that catches runaway patterns.

Continue → Build AI Agents That Get Paid

> OPTIMIZE
OPTIMIZE 9 min

MCP Token Bloat: Cut 42K Tokens to 3K With an OpenClaw Proxy

MCP tool definitions eat your context window. A protocol proposal and a working proxy pattern that sits in front of OpenClaw's real mcp.servers config.

Continue → Build AI Agents That Get Paid

The 7 OpenClaw Install Pitfalls That Kill 60% of First Installs
DEBUG 9 min

The 7 OpenClaw Install Pitfalls That Kill 60% of First Installs

Node 22.14+ wall, WSL2 permissions, Docker RAM, whitespace in API keys, gateway port 18789. Seven OpenClaw install pitfalls in order with copy-paste fixes.

Continue → Build AI Agents That Get Paid

How to Build a Contrarian Bot for Polymarket
BUILD 8 min

How to Build a Contrarian Bot for Polymarket

A Polymarket contrarian bot that uses base rates, engagement-weighted sentiment, and a political-market insider filter. With Python code and examples.

Continue → Polymarket Profits 2

Polymarket Position Sizing With Fee-Adjusted Kelly
EARN 8 min

Polymarket Position Sizing With Fee-Adjusted Kelly

Quarter-Kelly position sizing for Polymarket with the real fee formula, correlation clusters, and why a 68% win rate still loses money. With Python code.

Continue → Polymarket Profits 2

How to Build a Polymarket Resolution Scanner
BUILD 9 min

How to Build a Polymarket Resolution Scanner

A Polymarket resolution scanner that catches events before the price updates. Covers the 4 event types, 15-second staleness check, and edge calculation.

Continue → Polymarket Profits 2

Polymarket Trading Fees: The Real Formula and Table
REFERENCE 7 min

Polymarket Trading Fees: The Real Formula and Table

The real Polymarket fee formula, taker rates per category from the official docs, and a worked example proving 5%+ effective fees kill most arbitrage bots.

Continue → Polymarket Profits 2

How to Detect Edge Decay in Your Trading Bot
REFERENCE 8 min

How to Detect Edge Decay in Your Trading Bot

Five metrics to detect edge decay in a Polymarket trading bot, plus the platform-change monitor that catches fee updates before they show up in your P&L.

Continue → Polymarket Profits 2

How to Control AI Agent API Costs Under $20/Month
OPTIMIZE 8 min

How to Control AI Agent API Costs Under $20/Month

Keep 30 AI agents running under $20/month with a tiered provider strategy, budget caps, and loop detection. Includes cost-per-task tables and configs.

Continue → OpenClaw: Ship 30 AI Agents in 30 Days

Which AI Agent Platform Should You Use?
COMPARE 8 min

Which AI Agent Platform Should You Use?

Six AI agent platforms tested on the same real workflow. Actual setup times, tool counts, and community sizes from hands-on builds, not marketing pages.

Continue → OpenClaw: Ship 30 AI Agents in 30 Days

How to Set Up AI Agent Security Without Blocking Everything
SECURE 8 min

How to Set Up AI Agent Security Without Blocking Everything

Configure three security zones for AI agents: sandbox, supervised, autonomous. Includes trust boundary commands and the 5 rules that prevent disasters.

Continue → OpenClaw: Ship 30 AI Agents in 30 Days

How to Turn One Idea into 30 Posts with AI Agents
AUTOMATE 8 min

How to Turn One Idea into 30 Posts with AI Agents

Build a content multiplication pipeline that takes a single idea and generates platform-optimized posts for Twitter, LinkedIn, and newsletters automatically.

Continue → OpenClaw: The Money-Making Guide to AI Agents

How to Automate Freelance Proposals and Invoices with AI
AUTOMATE 9 min

How to Automate Freelance Proposals and Invoices with AI

Build an AI agent that generates proposals from client briefs, tracks invoices, and chases late payments with escalating reminders. Full code walkthrough.

Continue → OpenClaw: The Money-Making Guide to AI Agents

How to Build Your First AI Agent Workflow
BUILD 8 min

How to Build Your First AI Agent Workflow

Build a working AI agent workflow in under 10 minutes using a copy-paste YAML template. No code required. Includes trigger, steps, output walkthrough.

Continue → OpenClaw: Ship 30 AI Agents in 30 Days

How to Build an AI Stock Screener Bot with Python
BUILD 9 min

How to Build an AI Stock Screener Bot with Python

Build a Python stock screener that uses Claude and Unusual Whales MCP to scan live options flow, score multi-signal convergence, and output a ranked watchlist.

Continue → Use Claude to Build an AI Trading Bot One Weekend

How to Build a Local RAG System with Ollama and ChromaDB
BUILD 9 min

How to Build a Local RAG System with Ollama and ChromaDB

Build a private document Q&A system using Ollama, ChromaDB, and Python. Runs on 8GB RAM with zero API costs, full data privacy, and no cloud dependency.

Continue → Ship Local AI with Ollama

How to Build Your First MCP Server in Python
BUILD 9 min

How to Build Your First MCP Server in Python

Build your first MCP server in Python from scratch. Start with a 20-line hello world, then add database and GitHub tools using the modular server pattern.

Continue → Model Context Protocol: The Builder's Playbook

How to Build a Polymarket Prediction Bot with Claude
BUILD 9 min

How to Build a Polymarket Prediction Bot with Claude

Build a Claude-powered Python bot that scans active Polymarket contracts, estimates true probabilities, calculates expected value, and surfaces mispriced bets.

Continue → Use Claude to Build an AI Trading Bot One Weekend

Build a Micro-SaaS with Claude Code This Weekend
BUILD 9 min

Build a Micro-SaaS with Claude Code This Weekend

Ship a URL monitoring SaaS with auth, Stripe payments, and Docker deployment using Claude Code's 7-phase build workflow. Copy-paste prompts for each phase.

Continue → Ship It with Claude Code

How to Build a Micro-SaaS with Claude Code in a Weekend
BUILD 10 min

How to Build a Micro-SaaS with Claude Code in a Weekend

Go from idea validation to live Stripe payments in 10 hours using Claude Code. Exact prompts, real API costs ($15-30), and the honest revenue timeline.

Continue → Claude Code: Ship 12 Real Projects in 30 Days

Set Up Claude Code Review on Every PR for $0/Month
AUTOMATE 8 min

Set Up Claude Code Review on Every PR for $0/Month

Wire Claude Code into GitHub Actions so every pull request gets automated inline review comments. Includes the YAML config, custom review rules, and cost math.

Continue → Ship It with Claude Code

How to Set Up CLAUDE.md for Production Projects
BUILD 9 min

How to Set Up CLAUDE.md for Production Projects

The 4-layer CLAUDE.md configuration system that cut feature build time from 34 to 16 minutes. Templates, hooks, custom skills, and the 5 mistakes to avoid.

Continue → Claude Code: Ship 12 Real Projects in 30 Days

How to Run Claude Code on a Schedule (3 Automations)
AUTOMATE 8 min

How to Run Claude Code on a Schedule (3 Automations)

Set up nightly code review, weekly dependency audit, and daily test coverage with Claude Code's -p flag and cron. Copy-paste prompt files included.

Continue → Ship It with Claude Code

How to Connect Claude Code to Your Database with MCP
BUILD 7 min

How to Connect Claude Code to Your Database with MCP

Connect Claude Code to SQLite and PostgreSQL via MCP servers. Query schemas, find unused columns, and analyze data without leaving your terminal session.

Continue → Ship It with Claude Code

How to Connect Claude Code to Databases and APIs with MCP
BUILD 10 min

How to Connect Claude Code to Databases and APIs with MCP

Wire 3 MCP servers to Claude Code and trigger a cross-service workflow in one prompt. Full GitHub, SQLite, and Fetch setup with a debugging checklist.

Continue → Claude Code: Ship 12 Real Projects in 30 Days

5 Ways Claude Code Will Burn You (And How to Survive)
REFERENCE 8 min

5 Ways Claude Code Will Burn You (And How to Survive)

Five Claude Code failure modes from real builds: hallucinated APIs, bad architecture, context degradation, security gaps, and the it-works trap. Fixes for each.

Continue → Ship It with Claude Code

How to Cut Claude Code Costs by 50% with Context Management
OPTIMIZE 9 min

How to Cut Claude Code Costs by 50% with Context Management

Real Claude Code spend data from 30 days of building a SaaS app ($98.20 total). 5 context tricks that halve your token bill plus a .claudeignore template.

Continue → Claude Code: Ship 12 Real Projects in 30 Days

How to Replace GitHub Copilot with Ollama in VS Code
BUILD 8 min

How to Replace GitHub Copilot with Ollama in VS Code

Set up a free AI coding assistant in VS Code using Ollama and Cline. Seven real workflows tested with honest quality scores compared to GitHub Copilot.

Continue → Ship Local AI with Ollama

Kelly Criterion Position Sizing for Trading Bots
EARN 8 min

Kelly Criterion Position Sizing for Trading Bots

Implement Kelly Criterion in Python for automated position sizing with three worked examples, quarter-Kelly adjustments, and a copy-paste risk manager class.

Continue → Use Claude to Build an AI Trading Bot One Weekend

How to Price and Sell MCP Server Projects
EARN 8 min

How to Price and Sell MCP Server Projects

Three pricing tiers for MCP freelance projects at $1K, $3K, and $5K per engagement. Scope templates, discovery call scripts, and where to find clients.

Continue → Model Context Protocol: The Builder's Playbook

How to Build a Multi-Agent MCP Pipeline in Python
BUILD 10 min

How to Build a Multi-Agent MCP Pipeline in Python

Chain three MCP servers into one automation pipeline with a Python coordinator script. Includes token cost controls, error recovery, and cron scheduling.

Continue → Model Context Protocol: The Builder's Playbook

How to Connect MCP to PostgreSQL, GitHub, and Slack
BUILD 10 min

How to Connect MCP to PostgreSQL, GitHub, and Slack

Build one MCP server wired to PostgreSQL, GitHub, and Slack with a modular Python architecture. Includes SQL safety, typed error handling, and rate limits.

Continue → Model Context Protocol: The Builder's Playbook

How to Debug MCP Servers (10 Common Bugs Fixed)
DEBUG 9 min

How to Debug MCP Servers (10 Common Bugs Fixed)

Fix the 10 most common MCP server bugs with tested code patches, plus a 7-step production debug checklist. Real solutions from shipping 30+ MCP servers.

Continue → Model Context Protocol: The Builder's Playbook

Monte Carlo Backtesting for Trading Strategies
BUILD 9 min

Monte Carlo Backtesting for Trading Strategies

Build a Monte Carlo backtesting framework in Python that runs 1,000 simulations, produces a fan chart, and tells you if your strategy has a real edge.

Continue → Use Claude to Build an AI Trading Bot One Weekend

How to Build a Multi-Agent AI Fleet for Your Business
BUILD 9 min

How to Build a Multi-Agent AI Fleet for Your Business

Connect 3+ AI agents into a fleet where one agent triggers the next. Includes YAML trigger configs, fleet monitoring dashboards, and 4 common mistakes.

Continue → OpenClaw: Ship 30 AI Agents in 30 Days

How to Build a Multi-Agent AI Trading System
BUILD 9 min

How to Build a Multi-Agent AI Trading System

Build a 4-agent trading system in Python where Claude instances specialize as analyst, risk manager, executor, and monitor with adversarial disagreement.

Continue → Use Claude to Build an AI Trading Bot One Weekend

How to Route Queries to Multiple Ollama Models
BUILD 8 min

How to Route Queries to Multiple Ollama Models

Build a Python router that sends coding questions to CodeLlama and general queries to Llama 3. Keyword-based and AI-powered routing strategies compared.

Continue → Ship Local AI with Ollama

How to Secure Your Ollama Installation
SECURE 8 min

How to Secure Your Ollama Installation

Run this 30-second audit script to catch the exact misconfiguration that exposed thousands of Ollama instances to the public internet. Copy-paste fixes included.

Continue → Ship Local AI with Ollama

Ollama vs ChatGPT: Honest Benchmarks from 100 Prompts
COMPARE 8 min

Ollama vs ChatGPT: Honest Benchmarks from 100 Prompts

Benchmark scores comparing local Ollama models against GPT-4o across coding, writing, reasoning, and more. Data from 100 test prompts on a consumer laptop.

Continue → Ship Local AI with Ollama

How to Run OpenClaw and Claude Code as a Two-Agent Team
BUILD 8 min

How to Run OpenClaw and Claude Code as a Two-Agent Team

Set up a practical two-agent workflow where OpenClaw handles operations and Claude Code handles development. Handoff pattern, morning routine, and real limits.

Continue → OpenClaw: The Money-Making Guide to AI Agents

How to Build a Prediction Market Signal Detector
BUILD 9 min

How to Build a Prediction Market Signal Detector

Build an AI agent that cross-references Polymarket data with news feeds to find mispriced markets. Signal detection code, risk rules, and alert system.

Continue → OpenClaw: The Money-Making Guide to AI Agents

How to Sell AI Agent Setups for $3K-$5K Each
EARN 8 min

How to Sell AI Agent Setups for $3K-$5K Each

Package your OpenClaw skills into a consulting business. Exact delivery process, pricing models, and the client acquisition playbook for agent services.

Continue → OpenClaw: The Money-Making Guide to AI Agents

How to Make Vibe-Coded Projects Production Ready
DEPLOY 9 min

How to Make Vibe-Coded Projects Production Ready

The 6-round workflow that turns a Claude Code prototype into a deployed production app with tests, CI/CD, and error handling. Copy-paste prompts included.

Continue → Claude Code: Ship 12 Real Projects in 30 Days

You're Using 10% of Claude Code
REFERENCE 8 min

You're Using 10% of Claude Code

All 60+ tools inside Claude Code mapped by task type with real call examples. What each one does, when it fires, and how this changes your prompts forever.

Continue → Master Claude Code: 60 Tools You're Not Using

The CLAUDE.md Setup That 10x's Your Output
BUILD 8 min

The CLAUDE.md Setup That 10x's Your Output

Build a production CLAUDE.md that makes Claude Code follow your conventions, enforce your rules, and remember your entire stack. Copy-paste config included.

Continue → Master Claude Code: 60 Tools You're Not Using

Build a Multi-Agent Pipeline That Runs Itself
BUILD 8 min

Build a Multi-Agent Pipeline That Runs Itself

Build a 3-agent research-plan-build pipeline in Claude Code with subagents. Includes cost breakdown, constraint patterns, and a copy-paste command file.

Continue → Master Claude Code: 60 Tools You're Not Using

Lock Down Claude Code Before It Costs You
SECURE 7 min

Lock Down Claude Code Before It Costs You

The 7-point safety checklist for Claude Code production use. Copy-paste permission configs, credential scanning hooks, and the layered defense system.

Continue → Master Claude Code: 60 Tools You're Not Using

Claude Code vs Cursor vs Copilot — Which Actually Ships?
COMPARE 7 min

Claude Code vs Cursor vs Copilot — Which Actually Ships?

Same three tasks through Copilot, Cursor, and Claude Code with real output. The scope-matching rule for which tool fits which job, plus daily cost data.

Continue → Master Claude Code: 60 Tools You're Not Using

Build Your First AI Agent in 60 Minutes
BUILD 8 min

Build Your First AI Agent in 60 Minutes

Build a working AI research agent in 60 minutes with LangChain and LangGraph. Complete copy-paste Python code plus a no-code n8n path. $0.02 per run.

Continue → Build AI Agents

Build a 3-Agent Team That Does Your Research
BUILD 8 min

Build a 3-Agent Team That Does Your Research

Build a 3-agent team (researcher, writer, reviewer) with feedback loops in LangGraph and CrewAI. Costs $0.05/run and beats single-agent output quality.

Continue → Build AI Agents

Deploy Your AI Agent to a Live URL in 30 Minutes
DEPLOY 7 min

Deploy Your AI Agent to a Live URL in 30 Minutes

Take your Python AI agent from localhost to a public URL using FastAPI and Railway. Free tier hosting plus rate limiting and API key security included.

Continue → Build AI Agents

LangChain vs CrewAI vs AutoGen — One Clear Winner
COMPARE 7 min

LangChain vs CrewAI vs AutoGen — One Clear Winner

Honest comparison of LangChain, CrewAI, AutoGen, and n8n from someone who built with all four. Includes a 5-question decision framework to stop second-guessing.

Continue → Build AI Agents

Price and Sell AI Agents — Real Numbers, Real Clients
EARN 7 min

Price and Sell AI Agents — Real Numbers, Real Clients

Pricing framework with three tiers, client acquisition playbook, and copy-paste service proposal template for selling AI agent services as a freelancer.

Continue → Build AI Agents

AI Receptionist for Dentists: $12,950/Month Recovered
EARN 7 min

AI Receptionist for Dentists: $12,950/Month Recovered

How one dental practice replaced after-hours voicemail with a voice AI agent for $180/month and recovered $12,950 in missed patient revenue every month.

Continue → How to Build Voice AI Agents

Build a Voice AI Agent in Under 60 Minutes (No Code)
BUILD 8 min

Build a Voice AI Agent in Under 60 Minutes (No Code)

Step-by-step Bland.ai setup from zero to a live voice AI agent answering real calls. Copy-paste prompt template, 8 test scenarios, and troubleshooting.

Continue → How to Build Voice AI Agents

Voice AI Agent Failures: 8 Modes and the Exact Fixes
DEBUG 9 min

Voice AI Agent Failures: 8 Modes and the Exact Fixes

Eight ways voice AI agents fail in production with the exact prompt lines that fix each one. Copy-paste anti-hallucination, silence, and loop-breaker rules.

Continue → How to Build Voice AI Agents

How to Write Voice AI Prompts That Convert Callers
BUILD 9 min

How to Write Voice AI Prompts That Convert Callers

The 7-section prompt framework for voice AI agents with a copy-paste plumbing prompt. Covers objection handling, error fallbacks, and anti-hallucination.

Continue → How to Build Voice AI Agents

How to Track Voice AI Agent ROI (With Formulas)
EARN 6 min

How to Track Voice AI Agent ROI (With Formulas)

Build a voice AI ROI dashboard in Google Sheets. Four metrics that matter, the exact formulas, and a worked example from a plumbing company making 642x return.

Continue → How to Build Voice AI Agents

> DEBUG
DEBUG 7 min

5 Claude Code Mistakes Every Beginner Makes

Five mistakes that waste hours in Claude Code and the fix for each. Includes before/after prompts, a CLAUDE.md template, and the 3-line prompt formula.

Continue → Claude Code for Beginners

> AUTOMATE
AUTOMATE 7 min

How to Use Claude Code Dispatch and Remote Control

Reference guide to Claude Code's power features: dispatch, remote control, channels, and LSP. Includes the adoption timeline and dispatch planning method.

Continue → Claude Code for Beginners

> OPTIMIZE
OPTIMIZE 8 min

How to Cut Your Claude Code Bill in Half

Six token sinks that drain your Claude Code budget and the exact fix for each. Real cost math for every subscription tier plus a copy-paste effort function.

Continue → Claude Code for Beginners

> BUILD
BUILD 7 min

How to Fix Ugly AI-Generated UIs with Claude Code

The screenshot verification loop that fixes ugly AI-generated UIs in Claude Code. Four steps, three rounds, eight minutes to a UI that doesn't embarrass you.

Continue → Claude Code for Beginners

> SECURE
SECURE 8 min

The Vibe Coding Security Checklist (20 Points)

A 20-point security audit checklist for AI-generated code. Covers auth, input validation, data access, and infrastructure with copy-paste grep commands.

Continue → Claude Code for Beginners

The $0 AI Toolkit for Faceless Videos (Every Tool Tested)
BUILD 7 min

The $0 AI Toolkit for Faceless Videos (Every Tool Tested)

Head-to-head comparison of AI tools at each production stage. Two complete stacks: $0/month and $30-50/month. Tested on real content.

Continue → Faceless Content Profits

The Batch System: 14 Faceless Videos in One Sunday
AUTOMATE 8 min

The Batch System: 14 Faceless Videos in One Sunday

A 6-station production factory that cuts per-video time from 45 minutes to 11 minutes. Printable checklist and real efficiency data.

Continue → Faceless Content Profits

> EARN
EARN 9 min

How to Hit $1,000/Month with Faceless Content (The Math)

The income formula, 7 revenue streams with verified commission rates, and 3 modeled paths to $1K/month from faceless TikTok and YouTube.

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The 3 TikTok Slideshow Formats That Get 100K+ Views
COMPARE 8 min

The 3 TikTok Slideshow Formats That Get 100K+ Views

Copy-paste slide templates for numbered lists, comparisons, and story reveals. Plus the algorithm mechanics behind why slideshows beat video.

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> EARN
EARN 8 min

How to Pick a Faceless Content Niche That Actually Makes Money

The 3-filter niche selection method with RPM data for 10 niches, a scoring system, and a kill rule for when to pivot.

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How to Analyze Messy Spreadsheets with Claude
AUTOMATE 8 min

How to Analyze Messy Spreadsheets with Claude

Turn a messy CSV into a clean dataset and professional report with Claude Cowork. Three-step pipeline with copy-paste prompts. No formulas. No Python needed.

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How to Build an Email Triage System with Claude
AUTOMATE 8 min

How to Build an Email Triage System with Claude

Build an email triage system with Claude Cowork that turns 127+ unread emails into a one-page summary with draft replies. Copy-paste prompts included.

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Claude Chat vs Code vs Cowork: Which One to Use
COMPARE 6 min

Claude Chat vs Code vs Cowork: Which One to Use

Claude has three products and most people use the wrong one. Here's the decision framework with 10 real-world scenarios, timing data, and the one-sentence rule.

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How to Set Up Claude Computer Use on Mac
BUILD 7 min

How to Set Up Claude Computer Use on Mac

Set up Claude Computer Use on your Mac in 15 minutes flat. The exact permissions, display settings, and troubleshooting fixes most guides skip entirely.

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How to Schedule Recurring Tasks in Claude Cowork
AUTOMATE 7 min

How to Schedule Recurring Tasks in Claude Cowork

Set up three daily automated tasks in Claude Cowork: morning email triage, afternoon data check, and end-of-day report. Includes the laptop-closed fix.

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5 Claude Code Skills Every Developer Should Build
BUILD 9 min

5 Claude Code Skills Every Developer Should Build

Five copy-paste SKILL.md files that fix sloppy AI output: Stop Slop, Testing Standards, Documentation, Git Commits, and Code Review. Full code inside.

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How to Automate Code Review with Claude Code Hooks
BUILD 8 min

How to Automate Code Review with Claude Code Hooks

Wire a pre-commit hook to a Claude Code review skill that caught 14 bugs in two months. Complete JSON config, skill file, and two bonus hooks included.

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> BUILD
BUILD 8 min

How to Build a Self-Improving Claude Code Skill

Build a Claude Code skill that evaluates its own output and updates itself. Complete template with exit conditions so you don't burn $40 in API credits.

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> DEBUG
DEBUG 7 min

Why Your Claude Code Skills Aren't Working (7 Fixes)

Seven failure modes that break Claude Code skills, with fix commands for each. Includes a real 5-minute debugging session and 7-point troubleshooting checklist.

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Your First Claude Code Skill in 10 Minutes
BUILD 8 min

Your First Claude Code Skill in 10 Minutes

Build a working SKILL.md file in 10 minutes that makes Claude follow your coding rules automatically. Complete code, before/after, and 5-point fix guide.

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How to Build Your First OpenClaw Skill in 15 Minutes
BUILD 8 min

How to Build Your First OpenClaw Skill in 15 Minutes

Step-by-step OpenClaw custom skill tutorial. Build a working notes-reader skill with YAML configs, SOUL.md personality, and debugging fixes.

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How to Build an OpenClaw Email Agent That Saves 9 Hours
AUTOMATE 9 min

How to Build an OpenClaw Email Agent That Saves 9 Hours

Build an OpenClaw email automation agent with auto-triage, smart drafts, and morning briefings. Copy-paste YAML configs. Real numbers: 94 to 12 min/day.

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How to Run OpenClaw for $6/Month with Multi-Model Routing
OPTIMIZE 7 min

How to Run OpenClaw for $6/Month with Multi-Model Routing

Cut OpenClaw API costs by 80% with multi-model routing. Three budget tiers, real 4-week cost data, and prompt engineering tricks that save tokens.

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How to Build an OpenClaw Research Agent for $8/Month
AUTOMATE 9 min

How to Build an OpenClaw Research Agent for $8/Month

Build a 4-layer OpenClaw research agent that monitors 50+ sources, sends daily briefings to Telegram, and gets smarter over time. Under $8/month.

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How to Secure OpenClaw Against Every Known Attack
SECURE 8 min

How to Secure OpenClaw Against Every Known Attack

The 10-point OpenClaw security hardening checklist with copy-paste .env configs, real CVE failure stories, and 5 verification tests to prove it works.

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> EARN
EARN 7 min

Kelly Criterion for Polymarket Position Sizing

The exact formula, the spreadsheet, and why half-Kelly beats full-Kelly in live prediction markets. Includes the $3,100 loss that proves it.

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> BUILD
BUILD 8 min

How to Copy Trade Whales on Polymarket

Find profitable wallets, vet them with 5 red flags, and copy their trades with proper position sizing. No bot required.

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> EARN
EARN 6 min

How to Trade Correlated Markets on Polymarket

When one market moves, find the second market that should move but hasn't yet. The lag window strategy with entry rules, worked examples, and Python code.

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> REFERENCE
REFERENCE 6 min

Polymarket Taxes and Legal Risks for US Traders

How Polymarket profits are taxed, whether US access via VPN is legal, and the 5 real risks nobody covers. From a trader who dealt with all of them.

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> BUILD
BUILD 7 min

The 5-Minute Probability Test That Fixes Your Trading

Calibrate your prediction market instincts with 5 scenarios, expected value math, and a Python scoring system. Stop trading on gut feeling.

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> BUILD
BUILD 7 min

Build a Reddit Sentiment Monitor for Trading in Python

Detect market-moving events 5 minutes before price moves. Working Python code for Reddit mention spike detection with alert system.

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