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Latest articlesWhat shipped, what broke, and what it really cost — from running production AI systems.

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, 2026Build
GitHub Copilot CLI
Install GitHub Copilot CLI, sign in, fix tests and open a PR. Current GitHub plans, AI credits, models, permissions, MCP and instructions.Oct 6, 2026Build
Best Web Scraping Tools in 2026: Firecrawl, Bright Data, Browse AI, and Context.dev (Compared)
Choose web scraping tools by the job: agent-ready pages, no-code monitoring, or collection at scale. Eight tools with verified prices and billing units.Oct 6, 2026Build
Agent Memory Explained: Context, Sessions, Stores and Costs
Agent memory explained for builders: context, sessions, long-term stores, files and skills, provider costs, and fixes for stale facts and user leaks.Oct 5, 2026Build
Pinecone Pricing (2026): What 1M to 100M Vectors Cost
Pinecone pricing verified October 2026: free Starter, $20 Builder, paid minimums, and costs for 1M to 100M vectors at stated query volumes.Oct 5, 2026BuildThe other lanes.Pick the one you came for.
175 pieces
AI
Models, agents, coding assistants, image, video, voice106 piecesDesign
For designers, brand owners, creative directors168 piecesGrowth
AI for marketing, SEO/GEO, content engines, and the operator-business work of turning audience into revenue8 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 run132–155 / 204

AI-Generated Code Review Policy
A practical AI-generated code review policy with risk tiers, human approval rules, security gates, cost math, and three products worth building.Aug 18, 2026Build
Best AI Gateways for Multi Model Apps 2026
Compare 10 AI gateways on 2026 pricing, routing, governance, self-hosting, and exit cost, with clear startup and enterprise picks.Aug 18, 2026Build
Cursor vs Claude Code for Enterprise Teams
Cursor vs Claude Code for enterprise teams, compared on live pricing, normalized token costs, governance, security, deployment, and switching risk.Aug 17, 2026Build
Devin Pricing (2026): $20 Is the Entry, Not the Budget
Devin pricing starts at $0. See every plan, hidden quota cost, team-seat break-even, refund rule, and 2026 alternatives.Aug 17, 2026Build
Make Pricing (2026): Free Stops at Two Active Scenarios
Make starts free, but two active scenarios and 1,000 credits cap it fast. Compare every 2026 tier, overage, break-even, and alternative.Aug 16, 2026Build
Best AI Agents for GPU Optimization in 2026: AKO, KernelAgent, AutoKernel, Apex, and CUDA Agent (Compared)
Compare AKO, KernelAgent, AutoKernel, Apex, and CUDA Agent by hardware, verification, live cost, and end-to-end GPU payback.Aug 16, 2026Build
Best Local AI Models for Coding in 2026: Qwen3.6, Devstral Small 2, and GLM-4.7-Flash (Compared)
Compare five local AI coding models by memory fit, coding-agent strength, and the hardware cost that decides whether local beats a cloud seat.Aug 15, 2026Build
Best AI Gateways for Coding Agents
Six AI gateways compared for coding agents, with live prices, routing limits, deployment tradeoffs, and a clear pick for each kind of team.Aug 15, 2026Build
Best AI Coding Agents for Enterprise
Nine enterprise AI coding agents compared on governance, security, deployment, codebase context, and live pricing, with a clear rollout decision.Aug 14, 2026Build
Windsurf Pricing (2026): Buy Pro, Meter the Rest
Windsurf costs $0, $20, or $200. See current quotas, overage rates, team-seat math, hidden limits, and which plan is worth buying in 2026.Aug 13, 2026Build
Firebase Pricing (2026): What $0 Really Includes
Firebase starts at $0, but Blaze meters reads, storage, bandwidth, and functions. See live 2026 limits, break-even math, and cheaper alternatives.Aug 13, 2026Build
How to Switch AI Coding Agents Without Losing Context
Move settings, skills, plugins, projects, and recent chats into Codex. Here is how to switch agents safely and what still needs checking.Aug 12, 2026Build
Best AI Code Testing Tools
Compare 7 AI code testing tools by use case, verified price, hard limits, and CI cost. See what to buy first, what to skip, and the concrete Monday move.Aug 12, 2026Build
Linear Pricing (2026): Free Until 250 Issues
Linear is free through 250 issues. See every 2026 tier, monthly and annual prices, AI credit costs, discounts, hidden billing rules, and the right plan.Aug 12, 2026Build
Cheapest AI API
Eight low-cost AI APIs compared with live August 2026 prices, free tiers, production limits, and the monthly cost that changes the decision.Aug 10, 2026Build
Muse Code Alternatives
Compare seven Muse Code alternatives by workflow, every live pricing tier, free access, team cost, and the wall each tool hits. Verified August 2026.Aug 10, 2026Build
Claude Code vs Codex Cost for Teams
Claude Code and Codex tie at $20 per seat. Compare normalized overage costs, limits, crossover points, and switching economics for engineering teams.Aug 9, 2026Build
Best Browsers for AI Agents
Compare Browserbase, Steel, Kernel, Browser Use, Kitesurf, and five more agent browsers by price, control, auth, and production limits.Aug 8, 2026Build
Claude Code Auto Mode
Claude Code Auto Mode becomes the default for Pro, Max, and Team on August 14. Here is how it works, where it fails, and what to build.Aug 8, 2026Build
ClickUp Pricing (2026): The $7 Plan Stops Being Cheap
ClickUp starts at $7 per user, but AI, guest seats, annual billing, and automation limits decide the real cost. Prices verified August 2026.Aug 7, 2026Build
Vercel Pricing (2026): The $20 Plan Is Only the Floor
Vercel Pro is $20 a month, but seats, usage, add-ons, v0, and AI costs stack separately. See every live rate and break-even point.Aug 7, 2026Build
Cloudflare Review (Verified August 2026)
Cloudflare's Free plan is excellent, but paid plans, support, nameserver control, Workers limits, and add-ons decide whether it fits production.Aug 7, 2026Build
How to Use v0 API
Use the new v0 API to generate, iterate, preview, and deploy apps from your product, agent, script, or CI job, with real costs and use cases.Aug 6, 2026Build
How to Use Muse Code
Install Meta's terminal coding agent, plan a safe first task, use persistent agents, and know the limits before it edits a real repository.Aug 6, 2026BuildNewsletter
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