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 run12–35 / 354

GitHub Alternatives 2026: GitLab, Bitbucket, Gitea, Codeberg, Azure DevOps, SourceHut and AWS CodeCommit
Compare managed and self-hosted GitHub alternatives, with verified AI policies, CI/CD, migration paths and the tradeoffs that decide a move.Nov 5, 2026Build
Assembly AI
AssemblyAI reviewed for developers: choose recorded or live models, understand speaker labels, and turn transcripts into useful meeting notes.Nov 5, 2026Build
GitHub Pricing: Plans, Add-Ons and Team Costs
GitHub Free, Team and Enterprise prices, Actions, Codespaces and security charges, plus worked monthly bills for 5-person and 25-person teams.Nov 5, 2026Build
Modal Pricing: GPU Rates and Three Monthly Bills
Modal GPU, CPU and memory rates, monthly credits, three worked bills, and the paid-time threshold where a dedicated GPU costs less.Nov 4, 2026Build
Google AI Studio Free Plan Pricing: Pro, Ultra and API Billing
What Google AI Studio Free, Pro and Ultra include, which limits reset, and when Gemini API requests start costing money.Nov 4, 2026Build
Agent Client Protocol: How Coding Agents Connect to Editors
How ACP connects coding agents to editors, what Android Studio BYOA changes, how sessions work, and where adapters, authentication and permissions differ.Nov 3, 2026Build
Vercel Alternatives in 2026: Cloudflare, Render, Railway, Netlify, Fly.io and AWS Amplify
Compare six Vercel alternatives for Next.js and AI apps: Cloudflare, Render, Railway, Netlify, Fly.io and AWS Amplify.Nov 3, 2026Build
Vapi Alternatives 2026: Retell AI, Bland AI, Synthflow, ElevenLabs Agents and Vida Global
Compare Retell AI, Bland AI, Synthflow, ElevenLabs Agents and Vida Global by billing, telephony, integrations and the work a switch creates.Nov 3, 2026Build
Browser Use: What It Is and How to Build a Browser Agent
What Browser Use does, how its browser agent works, which models it supports, and what Cloud adds, with a short first run and practical safety limits.Nov 2, 2026Build
Zernio Review
Zernio review for developers: supported platforms, account requirements, pricing, webhooks, MCP, and when Ayrshare, Postiz or native APIs fit better.Nov 1, 2026Build
Airtable vs Notion
Choose Airtable or Notion by the job: CRM, projects, wiki, inventory and client portals, with verified AI, automation and API limits.Nov 1, 2026Build
Google Jules Shutdown: Export Your Work and Move On
The Google Jules shutdown timeline, export steps, API uncertainties and migration paths to Antigravity, Codex, Claude Code and GitHub Copilot.Nov 1, 2026Build
Smolagents: How Code Agents Work and When to Use Them
How smolagents uses Python actions, tools and sandboxes, with a small example and clear choices against LangGraph and the OpenAI Agents SDK.Oct 31, 2026Build
Warp Terminal Review
Should Warp replace your terminal or coding agent? Compare workflows, current plans, team privacy controls and the limits that decide the switch.Oct 31, 2026Build
Kilo Code Review
Kilo Code review: VS Code, JetBrains, CLI, cloud agents, model choice, and who should choose it over Cline or Claude Code.Oct 31, 2026Build
Bedrock AgentCore: Components, Architecture and When to Use It
Understand AgentCore's components, what they replace in your AWS agent stack, what you still own, and how to run a focused first pilot.Oct 30, 2026Build
Speculative Decoding: How to Speed Up LLM Inference
Learn how speculative decoding works, when it lowers latency, and how to enable it in vLLM, SGLang and TensorRT-LLM without relaxing verification.Oct 30, 2026Build
GPU Cloud Providers 2026: Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud
Compare Runpod, Lambda, CoreWeave, Vast.ai, Modal, Together AI and Google Cloud for fine-tuning, serverless inference and clusters.Oct 30, 2026Build
GitHub Copilot Fusion: How It Works and When to Use It
Understand Copilot Fusion, its model orchestration, supported clients and credit usage, plus a practical one-repository trial and reasons to leave it off.Oct 29, 2026Build
Bright Data Review
Bright Data reviewed for agents, RAG and price monitoring: product fit, billing, free trials, residential KYC, and when to choose Firecrawl or Browse AI.Oct 28, 2026Build
Dify vs n8n
Dify vs n8n for AI apps, business workflows and self-hosting. Compare features, commercial licence rules and the job each platform fits.Oct 27, 2026Build
Zapier Alternatives in 2026: Make, n8n, Gumloop, Pipedream, Activepieces and Power Automate
Compare Zapier alternatives by task volume, self-hosting, AI agents, code and Microsoft 365. Current billing models and what migration requires.Oct 27, 2026Build
AutoGen vs LangGraph
AutoGen is archived. Compare its conversation model with LangGraph's stateful workflows, then choose LangGraph or Microsoft Agent Framework for migration.Oct 27, 2026Build
LoRA Fine Tuning: QLoRA, Adapters and Evaluation
Learn how LoRA and QLoRA work, when to fine-tune, which hosted and GPU routes train adapters, and how to evaluate and serve them.Oct 26, 2026BuildPrefer this site in Google
Mark omidsaffari.com as preferred and Google lifts it in Top Stories, AI Overviews and AI Mode for you.
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