Ship software with AI, whether or not you write code.
Setups, guides and tool verdicts for shipping with AI: Claude Code, Codex and Cursor, vibe-coding and app builders, automation, MCP servers and just enough infra on Vercel, Cloudflare and Supabase. Priced and tested on the stack behind my own live products.
Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.
LangChain vs LangGraph
Choose LangChain or LangGraph for your app: current agent APIs, matching Python examples, migration tradeoffs and verified LangSmith deployment pricing.Oct 13, 2026Build
Agentic RAG: What It Is and How to Build It
Agentic RAG versus classic retrieval: support, sales and finance examples, a small build, verified tool prices, and what to measure.Oct 13, 2026Build
Amp Code Review
Amp Code reviewed: current pricing, free tier, models, editor support and team features, plus when to choose Claude Code or Codex.
Oct 12, 2026Build
Playwright MCP: Setup, Browser Tests, and Limits
Give Claude Code, Codex, Cursor, or VS Code a real browser. Exact setup, practical tests, a worked checkout failure, and the safety limits.Oct 12, 2026Build
Cursor Bugbot
What Cursor Bugbot checks, exact repository setup, usage-based billing, rules, Autofix, and current CodeRabbit and Greptile prices.Oct 12, 2026Build
Cline vs Claude Code 2026
Cline vs Claude Code: current plans, light and heavy monthly bills, model choice, editor and cloud support, and the limits that decide which to use.Oct 12, 2026Build
Best Claude Code Plugins 2026: Superpowers, Context7 and More
Compare nine Claude Code plugins for review, testing, docs, design, deployment and memory, with verified install commands, costs and safety checks.Oct 12, 2026Build
LiteLLM vs OpenRouter
Compare LiteLLM and OpenRouter on keys, billing, fallbacks, budgets, caching and data handling, with a worked monthly bill and switching rules.Oct 12, 2026Build
Claude Code Plan Mode
Use Claude Code Plan Mode for multi-file changes. Exact commands, settings, plan edits, auto mode behavior and a worked refactor example.Oct 12, 2026Build
Devin vs Claude Code 2026
Devin or Claude Code? Compare cloud delegation, local coding, integrations, and verified monthly bills for solo founders and five-person teams.Oct 12, 2026BuildThe other lanes.Pick the one you came for.
191 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.112 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.188 piecesGrowth
AI for marketing, SEO and sales: the tools, the content engines, and the numbers behind turning an audience into revenue.8 piecesPlaybooks
AI for your niche: the workflows that actually move, tool by tool, priced52 piecesExplained
What shipped, explained: every real release, decoded for the people who use it0 piecesLab
The agent journey, entry by entry: what shipped, what broke, what was decided, in the ventures I run12–35 / 232
A2A Protocol: What It Is, MCP vs A2A, and When to Use It
A2A explained for builders: MCP vs A2A, Agent Cards, tasks, artifacts, v1.0 changes, platform support, and when to use both.Oct 12, 2026Build
Deno Deploy Alternatives in 2026: Cloudflare Workers, Netlify, Supabase, Vercel and Val Town
Where to move Deno Deploy functions, KV, cron, queues and static sites, with current prices and the work each migration requires.Oct 12, 2026Build
Claude Agent SDK
Put Claude Code’s agent loop inside your app. Compare the SDK with the Messages API, configure tools and permissions, and build a first agent.Oct 12, 2026Build
tmux Claude Code
Set up tmux for Claude Code with the documented config, a session per worktree, SSH reattachment, and optional split-pane agent teams.Oct 12, 2026Build
Ollama vs vLLM
Choose Ollama or vLLM by workload, GPUs, and model size. Compare setup, concurrency, quantization, API compatibility, and migration costs.Oct 12, 2026Build
Lovable vs Cursor 2026
Lovable vs Cursor for founders and PMs: prompt-first building, code ownership, hosting, monthly costs, and a practical GitHub handoff.Oct 11, 2026Build
Ollama vs LM Studio
Ollama or LM Studio? Compare local APIs, desktop apps, headless servers, GPU support, work-use licences, and current local and cloud costs.Oct 11, 2026Build
Cursor Rules
Set up Cursor rules with the right files and attachment modes, plus three short TypeScript examples for style, tests and security.Oct 11, 2026Build
OpenAI Codex CLI: First Task and Team Settings
Install Codex CLI, sign in, complete a useful first task, then set up models, approvals, AGENTS.md, MCP servers and worktrees for your team.Oct 11, 2026Build
Claude Code Best Practices
Claude Code habits in adoption order: verification, planning, CLAUDE.md, context, costs, permissions, hooks, subagents, and worktrees.Oct 11, 2026Build
Codex Plugin
Install a Codex plugin, build a three-file team package, and share it through a repo marketplace with clear authentication and admin controls.Oct 11, 2026Build
CLAUDE.md: Write It Once, Start Every Session Right
Write a useful CLAUDE.md, scope project rules, and manage Claude Code auto memory with a 35-line starter and a monthly cleanup routine.Oct 11, 2026Build
Jev Alternatives in 2026: OpenAI, Microsoft, Clef, d1, Perplexity and Strands (Compared)
Compare Jev alternatives by job, maker-verified input pricing, licences and deployment: OpenAI, Microsoft, Clef, Liquid d1, Perplexity and Strands.Oct 11, 2026Build
OpenAI Decisions API
Use OpenAI Decisions API for ticket routing, labels, and action gates. Three guide requests, refusal handling, pricing, limits, and when to keep your LLM.Oct 11, 2026Build
Claude Code Remote Control
Set up Claude Code Remote Control from CLI, VS Code or Desktop, connect your phone or browser, and fix documented login and connection failures.Oct 9, 2026Build
Cursor Remote Control
Set up Cursor Remote Control on iPhone, pair your laptop, keep local agents reachable, and compare cloud agents, Claude Code and Codex.Oct 9, 2026Build
Firecrawl Pricing 2026: What Your Pages Cost
Firecrawl plans and credit packs verified October 2026. Calculate JSON extraction, failed pages and weekly crawl bills at your volume.Oct 9, 2026Build
Claude Code vs GitHub Copilot 2026
Claude Code vs GitHub Copilot: current plans, usage limits, models, team controls, one-seat and ten-seat costs, and when to use both.Oct 8, 2026Build
LangGraph vs CrewAI
Compare LangGraph and CrewAI on the same approval workflow, state, memory, MCP, observability and current hosted-platform prices.Oct 7, 2026Build
How to Build MCP Server
Build an order lookup MCP server with Python, test it in Inspector, connect Claude Code and Cursor, then add HTTP auth and hosting.Oct 7, 2026Build
Gumloop vs n8n (Verified October 2026)
Gumloop vs n8n: current pricing, credits vs executions, self-hosting and the same AI lead workflow, with a verdict for each builder.Oct 7, 2026Build
AI Agent Frameworks in 2026: LangGraph, CrewAI, OpenAI Agents SDK, Claude Agent SDK, Mastra and Google ADK (Compared)
Compare eight AI agent frameworks by language, state, MCP, approvals and current hosted prices. Pick the right runtime for production.Oct 7, 2026Build
Codex Cloud
Set up a reusable Codex Cloud environment, keep coding tasks running with your laptop off, steer from your phone, and choose cloud or local CLI.Oct 7, 2026Build
GitHub Copilot Pricing (2026): The Seat Is the Floor, Credits Are the Bill
GitHub Copilot plans, AI Credits, model rates, and three worked monthly bills. Choose Pro, Pro+, Max, Business, or Enterprise with spending limits.Oct 6, 2026BuildPrefer this site in Google
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