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.
Best Proxy Service in 2026: Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut Compared
Compare Bright Data, Oxylabs, Decodo, Webshare, ThorData, IPRoyal and NetNut by scraping job, entry offer, trial terms and access rules.Nov 10, 2026Build
CodeRabbit Pricing: Seat Costs, Limits and Add-Ons
CodeRabbit seat costs for 5, 20, and 50 developers, with monthly and annual totals, Free and OSS terms, review limits, and usage add-ons.Nov 9, 2026Build
NVIDIA OpenShell
Run agents inside NVIDIA OpenShell: current OS support, first-agent setup, file and network policies, and the limits to check before production.
Nov 8, 2026Build
Best Antivirus for Small Business in 2026: Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes
Compare Bitdefender, Microsoft Defender, ESET, Sophos, CrowdStrike and Malwarebytes by device coverage, setup and who handles security alerts.Nov 8, 2026Build
Paperclip AI
Paperclip AI review: official setup, supported runtimes, governance limits and who should give this agent control plane a weekend.Nov 7, 2026Build
What Is Supabase? The Backend Behind Your AI-Built App
Understand Supabase, its Postgres database and backend services, how AI builders connect, and what you control before depending on it.Nov 7, 2026Build
Best AI Code Editor in 2026: Cursor, Windsurf, Zed, VS Code, Kiro and JetBrains AI
Compare Cursor, Windsurf, Zed, VS Code with Copilot, Kiro and JetBrains AI by agent modes, model access, privacy and team controls.Nov 6, 2026Build
Activepieces
Activepieces reviewed for operators leaving Zapier or Make: editions, pieces, Agents, MCP, self-hosting and a documented Sheets-to-Slack workflow.Nov 6, 2026Build
Technical Writing Software in 2026: Mintlify, GitBook, Paligo, MadCap Flare, Document360 and Archbee
Compare Mintlify, GitBook, Paligo, MadCap Flare, Document360 and Archbee for product docs: AI, versions, localization, API support and workflow fit.Nov 6, 2026Build
Replicate AI
Replicate AI reviewed for builders: how the API works, custom model deployment, Cloudflare ownership, and the limits that affect production.Nov 5, 2026BuildThe other lanes.Pick the one you came for.
323 pieces
AI
Models, agents and coding assistants, image, video and voice tools: reviewed, priced and compared.129 piecesDesign
AI as a craft tool for designers, brand owners and creative directors: image, video, type, and the prompts behind the work.252 piecesBusiness
Voice and phone agents, customer service, sales and marketing, operations and AI search visibility, for the people who run a business.9 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 run156–179 / 354
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, 2026Build
Lovable Alternatives (2026): Emergent, Blink, Bolt, Replit and Base44
Compare Lovable alternatives by credit costs, backend depth and code export. Live pricing for Emergent, Blink, Bolt, Replit, Base44 and v0.Oct 5, 2026Build
LLM Observability Tools in 2026: Costs by Team Size for Langfuse, LangSmith, Helicone, Arize Phoenix, Braintrust and Datadog (Compared)
Compare six LLM observability tools by team size, pricing at 100,000 monthly runs, self-hosting licenses and OpenTelemetry support.Oct 5, 2026Build
How to Use OpenCode
Install OpenCode, connect existing model access, run a real coding task, configure AGENTS.md and plugins, and understand API and Zen costs.Oct 4, 2026Build
Netlify Pricing (2026): What a Month Costs in Credits
Netlify's current Free, Personal and Pro prices, credit rates, and monthly budgets for a marketing site, Next.js app and 10-site agency.Oct 4, 2026Build
Softr Review (Verified October 2026)
Softr review for client portals and internal tools: current monthly and annual prices, user and record limits, AI features, and the plan to choose.Oct 4, 2026Build
Claude Code Alternatives: Pi, Codex CLI, OpenCode and Gemini CLI (2026)
Compare Pi, Codex CLI, OpenCode and Gemini CLI with Claude Code: current plans, monthly model costs, open-source limits and switching advice.Oct 4, 2026Build
MCP Gateway: What It Does, When You Need One, and Costs
What an MCP gateway controls, when a small team needs one, and the costs of Cloudflare, Docker, and Lasso options.Oct 4, 2026Build
OpenAI API Pricing (2026): GPT-6.1 Sol and Three App Budgets
OpenAI API rates verified October 2026, with GPT-6.1 Sol, Luna and Astra budgets plus voice, images, search and container costs.Oct 3, 2026Build
Pi Coding Agent
Set up Pi 1.0, connect your existing model account, add AGENTS.md and complete a first task. Includes provider pricing and honest limits.Oct 3, 2026Build
Best No Code AI Agent Builder in 2026: MindStudio, Gumloop and n8n (8 Compared)
Compare eight no-code AI agent builders by job, entry price, billing unit, integrations and the point where API setup or code becomes necessary.Oct 1, 2026Build
Lovable Pricing (2026): What a Month of Credits Costs
Lovable costs $25/month for Pro or $50 for Business. See annual fees, credit top-ups, expiry, Cloud, app AI and a worked internal-tool budget.Oct 1, 2026Build
How to Set Up Codex Security After DevDay
Set up Codex Security Cloud, PR review, and the CLI. Current team costs, real Gogs findings, SARIF in CI, and the checks you still need.Sep 30, 2026Build
LearnWorlds Pricing (2026): When Pro Costs Less
Calculate LearnWorlds pricing for AI-built business training, including credits, learners, enrollment fees, and the point where an upgrade pays.Sep 30, 2026Build
ChatGPT Space vs Notion
Compare ChatGPT Space and Notion for shared documents, project databases, agents, permissions, pricing, and the launch limits that affect a switch.Sep 30, 2026Build
How to Use Kitesurf WebMCP
Connect an agent to Kitesurf, discover WebMCP tools, and run a checked task. See the setup and the limits that need a fallback.Sep 30, 2026Build
Is OpenAI Dots Free
Dots has a one-month usage offer for eligible paid users. Check plan access, regional limits and which future costs remain unknown.Sep 29, 2026Build
Is Kitesurf Free
Kitesurf is free in beta, with account limits. See what your agent can run, which limits matter, and what can still cost money.Sep 29, 2026Build
Databox Alternatives
Compare Databox alternatives for AI analysis and business reporting, with current feature limits, shared tests, and the full cost of switching.Sep 29, 2026BuildPrefer this site in Google
Add as a preferred sourceon GoogleMark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
Newsletter
One letter, every Sunday.Working systems, not hot takes.
Weekly. No spam. Unsubscribe anytime.