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.

NVIDIA OpenShell

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

The other lanes.Pick the one you came for.

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GitHub Alternatives 2026: GitLab, Bitbucket, Gitea, Codeberg, Azure DevOps, SourceHut and AWS CodeCommit

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

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 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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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 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

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

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 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

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, 2026Build

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